US20110119073A1 - Method and Apparatus for Verification of Medication Administration Adherence - Google Patents

Method and Apparatus for Verification of Medication Administration Adherence Download PDF

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US20110119073A1
US20110119073A1 US12/620,686 US62068609A US2011119073A1 US 20110119073 A1 US20110119073 A1 US 20110119073A1 US 62068609 A US62068609 A US 62068609A US 2011119073 A1 US2011119073 A1 US 2011119073A1
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medication
administration
prescription
method
prescription regimen
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US12/620,686
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Adam Hanina
Gordon Kessler
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AI CURE TECHNOLOGIES LLC
Al Cure Tech LLC
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Al Cure Tech LLC
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Priority to US12/620,686 priority Critical patent/US20110119073A1/en
Assigned to AI CURE TECHNOLOGIES LLC reassignment AI CURE TECHNOLOGIES LLC ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: HANINA, ADAM, KESSLER, GORDON
Priority claimed from CA2780901A external-priority patent/CA2780901A1/en
Priority claimed from AU2010322109A external-priority patent/AU2010322109B2/en
Publication of US20110119073A1 publication Critical patent/US20110119073A1/en
Priority claimed from US13/674,209 external-priority patent/US9256776B2/en
Application status is Abandoned legal-status Critical

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    • G06COMPUTING; CALCULATING; COUNTING
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    • G06FELECTRIC DIGITAL DATA PROCESSING
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    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
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    • G06F16/24573Query processing with adaptation to user needs using data annotations, e.g. user-defined metadata
    • GPHYSICS
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    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F19/00Digital computing or data processing equipment or methods, specially adapted for specific applications
    • G06F19/30Medical informatics, i.e. computer-based analysis or dissemination of patient or disease data
    • G06F19/34Computer-assisted medical diagnosis or treatment, e.g. computerised prescription or delivery of medication or diets, computerised local control of medical devices, medical expert systems or telemedicine
    • G06F19/3456Computer-assisted prescription or delivery of medication, e.g. prescription filling or compliance checking
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00228Detection; Localisation; Normalisation
    • G06K9/00255Detection; Localisation; Normalisation using acquisition arrangements
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    • G06COMPUTING; CALCULATING; COUNTING
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    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00335Recognising movements or behaviour, e.g. recognition of gestures, dynamic facial expressions; Lip-reading
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/22Social work
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/10ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/63ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N5/00Details of television systems
    • H04N5/222Studio circuitry; Studio devices; Studio equipment ; Cameras comprising an electronic image sensor, e.g. digital cameras, video cameras, TV cameras, video cameras, camcorders, webcams, camera modules for embedding in other devices, e.g. mobile phones, computers or vehicles
    • H04N5/225Television cameras ; Cameras comprising an electronic image sensor, e.g. digital cameras, video cameras, camcorders, webcams, camera modules specially adapted for being embedded in other devices, e.g. mobile phones, computers or vehicles
    • H04N5/232Devices for controlling television cameras, e.g. remote control ; Control of cameras comprising an electronic image sensor
    • H04N5/23218Control of camera operation based on recognized objects
    • H04N5/23219Control of camera operation based on recognized objects where the recognized objects include parts of the human body, e.g. human faces, facial parts or facial expressions
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N5/00Details of television systems
    • H04N5/222Studio circuitry; Studio devices; Studio equipment ; Cameras comprising an electronic image sensor, e.g. digital cameras, video cameras, TV cameras, video cameras, camcorders, webcams, camera modules for embedding in other devices, e.g. mobile phones, computers or vehicles
    • H04N5/225Television cameras ; Cameras comprising an electronic image sensor, e.g. digital cameras, video cameras, camcorders, webcams, camera modules specially adapted for being embedded in other devices, e.g. mobile phones, computers or vehicles
    • H04N5/232Devices for controlling television cameras, e.g. remote control ; Control of cameras comprising an electronic image sensor
    • H04N5/23293Electronic viewfinders
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed circuit television systems, i.e. systems in which the signal is not broadcast
    • H04N7/183Closed circuit television systems, i.e. systems in which the signal is not broadcast for receiving images from a single remote source
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K2209/00Indexing scheme relating to methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K2209/01Character recognition

Abstract

A system and method of confirming administration of medication is provided. The method comprises the steps of receiving information identifying a particular medication prescription regimen, determining one or more procedures for administering such prescription regimen and identifying one or more activity sequences associated with such procedures. Activity sequences of actual administration of such prescription regimen are captured and then compared to the identified activity sequences to determine differences therebetween. A notice is provided if differences are determined.

Description

    BACKGROUND OF THE INVENTION
  • It has been widely recognized that methods and systems for insuring proper medication ingestion by individuals are very important in defending against unnecessary sickness, deaths and other problems. Giving instructions and then letting patients fend for themselves has been shown not to work particularly well. This is because it is not only the improper ingestion of medicines that is the primary cause of medical danger. Rather, an overall lack of sufficient patient guidance is part of the problem. Also, the inability to confirm a proper prescription regimen being provided to a user in the first place may cause a number of other problems with the use of such medication. While other systems have been proposed to ensure such proper usage of medication, it is only the present invention that provides a complete solution to the medication management problem.
  • Dr Lars Osterberg, M.D. and Dr, Terence Blaschke have reported in the New England Journal of Medicine, Adherence to Medication, (N Engl J Med 2005; 353:487-97) 2005 an alarming lack of adherence to required medication protocol, further noting that while the average rates of adherence in even clinical trials is “high”, this number still comprises only rates of 43 to 78 percent. Most importantly, the authors note “The ability of physicians to recognize nonadherence is poor, and interventions to improve adherence have had mixed results.” Adherence, p. 487. The authors conclude “Poor adherence to medication regimens is common, contributing to substantial worsening of disease, death and increased healthcare costs.” Adherence, p. 494. The Trend Repot Series, 2008 Patient Adherence Update: New Approaches for Success, October 2008, report similar discouraging statistics. It is against this backdrop of poor adherence, and potential danger to patients, that the present invention operates.
  • A number of systems exist that provide instructions to a user regarding when to take a medication and records when the user indicates that a medication has been taken. U.S. Pat. No. 7,359,214 describes such a system. A device is provided that provides instruction to a patient regarding medications to take. Furthermore, the system may provide a method for determining that the prescription is appropriate given the patient's conditions, and other medications he or she may already be taking. The system may also provide a method for monitoring compliance of the patient with such a regimen, through the dispensing of medicine in accordance with a predetermined treatment protocol. While such a system provides many improvements for easing a burden on the patient, this system suffers in many ways.
  • Most importantly, this system provides no mechanism for actually confirming that a patient is in fact ingesting or otherwise properly administering required medication. While the system may be sufficient for one who is in full possession of their mental faculties, any individual who may have difficulty following directions, or one who is actively avoiding medication may still not be taking required medication after it is dispensed. Furthermore, the system requires preloading of various medications into a dispenser, and thus likely requires regular visits by an administering manager to be sure appropriate medications are in fact loaded therein. It is surely possible that an inexperienced user may place incorrect medications into the device, or may somehow provide incorrect dosages into the device. Additionally, for potentially more complex regimens, there is no method provided for insuring that a user is able to follow such a protocol, and to thereafter confirm that the user has in fact taken all required medications in accordance with any provided instructions or the like, or has taken the medications according to one or more specifications or followed suggested procedures.
  • U.S. patent application Ser. No. 11/839,723, filed Aug. 16, 2007, titled Mobile Wireless Medication Management System provides a medication management system employing mobile devices and an imaging technology so that a user is able to show a pill to be taken to the system, and the system can then identify the medication. Patient histories are available to an administrator, including various vital signs as measured by the system. Images may also be taken of the patient, provider, medication container or the like. While the system professes to ensure adherence to a protocol, the system only provides such help if requested by a user. There is in fact no particular manner in which to ensure actual adherence or the relationship of adherence to the efficacy of the drug over time. When customizing a medication regimen or monitoring a personal medication regimen, this is particularly relevant.
  • Additionally, existing systems fail to maintain an audit trail for post administration review by a medical official, and further cannot therefore confirm confirmation of proper medication administration. Existing systems are further generally impractical in that they fail to address many of a patient's other healthcare needs, including billing, insurance paperwork and filing, education regarding healthy living and proper use of medications, easing obtaining refills for medications, and providing feedback to a medical service provider, for example, in advance of an appointment so that the medical provider can be prepared for such an appointment.
  • Therefore, it would be desirable to provide a method and apparatus that overcomes the drawbacks of the prior art.
  • SUMMARY OF THE INVENTION
  • In accordance with the present invention, a system and method are provided that allow for complete control and verification of adherence to a prescribed medication protocol, whether is a health care provider's care, or when self administered in a homecare situation by a patient. The system and method preferably includes a means for receiving user medication information, including a medication profile and history, providing indications to a user regarding when to take a medication, and which medication to take, imaging medication either in pill or container form to confirm a correct medication is being taken, confirming, in accordance with the user medication history that a new medication will not conflict with an already being taken medication (including non-prescription medication that may be used by a patient), scan a group of medication containers or pills to inform a user which is the correct medication through the use of visual, verbal or other prompts, providing assistance information to aid a user in properly taking the medication, imaging, employing still photos, video sequences or other activity or gesture recognition techniques, the user to confirm that the medication is being actually and properly taken, providing any appropriate additional or special instructions, using the imaging to note any possible adverse effects associated with taking of the medication, accumulating statistics about adherence to a prescribed protocol, assisting in reordering medication on an as-needed basis and notifying a medical professional if the user is not properly following a prescribed protocol.
  • From beginning to end, a user is provided with a system and method that aids the user in properly following a protocol, while informing an administrator of any deviations from the protocol, either innocent or purposeful, by a user so that an early interaction may be provided. The present invention is the only medication adherence verification system that may determine whether a user is actually following a protocol, and provide additional assistance to a user, starting with instructions, video instructions, and the like, and moving up to contact from a medication administrator through phone, email video conferencing or the like, if it is determined that the user may benefit from such assistance. Upon prescription of a medication to a user and entry of appropriate medical information into the system, the pharmacist or other medical personnel may allow the system to image the medication or enter medication information in any number of ways, thus recalling one or more preferred protocols for administration of the medication. An image of the medication may be further provided to the pharmacist upon this or any subsequent refills of the medication and act as an added visual check to confirm proper medication administration. The personnel may then select a desired protocol, thus removing a likely point of error, incorrect instructions to a user. Further, a medication image may be shown to a patient when they are to take a medication, to thus further ensure proper medication is administered.
  • Further in accordance with the invention, access to such medication information may be made available to emergency responders, hospital or other medical service providers or the like. It is contemplated that such information may be available by entering a predefined sequence into a patient's cellular telephone, other mobile device, or home based system. Further access may be provided at a predetermined website or the like.
  • Still other objects and advantages of the invention will in part be obvious and will in part be apparent from the specification and drawings.
  • The invention accordingly comprises the several steps and the relation of one or more of such steps with respect to each of the others, and the apparatus embodying features of construction, combinations of elements and arrangement of parts that are adapted to affect such steps, all as exemplified in the following detailed disclosure, and the scope of the invention will be indicated in the claims.
  • BRIEF DESCRIPTION OF THE DRAWINGS
  • For a more complete understanding of the invention, reference is made to the following description and accompanying drawings, in which:
  • FIG. 1 is a flow chart diagram depicting top level functionality in accordance with an embodiment of the present invention;
  • FIG. 2 is a flow chart diagram describing a data entry and prescription assignment process in accordance with an embodiment of the present invention; and
  • FIG. 3 is a flow chart diagram describing a medical compliance regimen from in accordance with an embodiment of the invention;
  • DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS
  • In accordance with the invention, a system and process are provided that improve adherence to medical protocol, and give administrators a tangible and concrete manner in which to confirm compliance or lack thereof, and the ability to intervene early in the process to ensure that patients are properly taking their medication. The system and method of the invention provide for prescription selection, instructions to patients on the use of any prescription medications, and verification to a doctor or other service provider of patient adherence to the prescribed protocol.
  • Referring first to FIG. 1, a data flow overview is shown. In accordance with the invention, existing industry medication information databases 110 are employed to access prescription, interaction, application and other available information about any number of proposed prescription and non-prescription medications. Further, patient medical records 115 are used, and as will be described below, are used in conjunction with the industry medical information and a medical professional's prescribing expertise to prescribe a medicine regimen, and enter such a regimen into the system of the invention at 120. Once entered into the system, a particular prescription regimen causes a set of user instructions 125 to be generated. Such user instructions may include general instructions about a particular medication, methods for ingestion, concerns about side effects, concerns about drug interactions with common substances or medications, or other medications prescribed to the patient by the system or by another medical service provider. It is contemplated in accordance with the invention that such set of user instructions may be interactive, allowing a user to view additional information about such instructions or prescriptions as desired. These instructions may comprise written, audio or video instructions. Furthermore, it is contemplated in accordance with the invention that at various points during the instruction set, for example when a patient asks a particular type of question, or asks to receive additional information about a particular aspect of the medication or prescription regimen, that the system may reach out and contact a representative of a medical service provider to provide the patient with additional, personal help as necessary, if it is determined that such intervention by the medical professional would be desirable to the patient. Thus, such a patient may be assisted in properly taking medication so that various errors do not take place. Indeed, in more traditional scenarios, it is only after perhaps finishing a prescription regimen and a return to a doctor that it is discovered that the medication may have been taken incorrectly. In accordance with the present invention, early intervention with such issues can be exercised to deter any possible unfortunate outcomes from improper administration of medication. It is contemplated in accordance with the invention that a medical service provide or one of the individuals noted above be provided with a patient dashboard for managing prescription regimes for one or more patients. Such a dashboard allows the medical professional to monitor any number of patients in a manner that will be described below, allow statistical analyses of patient adherence and other patient reactions, provide links to information, including recorded activity sequences for one or more patients, and generally allow the medical professional to monitor and administer medication to all of their patients form a convenient single access point. Such a dashboard also allows for monitoring of any health care providers that may be administering medication to a number of patients, or review of one or more administration sequences or the like.
  • Additionally, it is contemplated in accordance with the invention that the patient be provided with a user interface dashboard or the like allowing of modification of prescription regimen and instruction information by the patient. Thus, by way of example, if a user is to take a particular medication before eating in the morning, the user may be able to determine when a reminder for such medication will be given. If the patient is an early riser, the reminder may be provided by cell phone or email at 6:00 AM. Conversely, if the patient sleeps late and normally does not eat an early meal, reminders can be set for later in the morning, thus matching a patient's schedule. Of course, any such patient adjustments must be set within broader prescription regimen as defined by the prescribing medical provider. It is contemplated in accordance with the invention that a touch or other user friendly graphical user interface be provided so that the user can easily manipulate any number of prescription factors, and perhaps enter additional information that may be useful to a prescribing medical provider, such as level of fatigue, level of hunger, jitter inducing medications, etc. All of these data collection points allow for a smoother administration of medication to a patient, and therefore a more likely chance of adherence to a prescribed protocol.
  • Referring to the portion of FIG. 1, the horizontal line indicates a time for patient ingestion or other administration of medication. In accordance with the invention, confirmation of patient adherence to the prescribed administration schedule for the medication is determined. While such confirmation may take a number of forms, in accordance with the invention, a preferred method for such confirmation may include capturing a video sequence of the patient actually administering the medication. In a further preferred method, such a sequence for such confirmation may include employing a facial recognition sequence or other biometric confirmation that a particular patient is in fact receiving treatment. Activity recognition, gesture recognition or other feature for determining whether a particular subject movement meets a predefined movement sequence may be employed to be sure that the patient is properly taking prescribed medication. The patient may then display a medication container and/or an actual pill or other medication form to an imaging apparatus, and the apparatus confirming that the medication is correct and is the currently prescribed medication to be taken through the user of text recognition, pill recognition, or other appropriate medication recognition scheme. This sequence of steps therefore acts as an audit trail each time a medication is taken, that can be reviewed later, to ensure that a patient is properly following a regimen.
  • Furthermore, in accordance with the present invention, a video image of the patient actually administering or ingesting the medication may be taken and stored so that actual confirmation may be achieved, rather than simply relying on the patient to state that a particular medication was administered. Such a video image may be captured or stored in any appropriate format given a selected type of activity or gesture recognition that is employed in accordance with a particular embodiment of the invention. Such may include full video, biometric data points, recording of movement of an article, such as a bracelet or the like, affixed to the patient or administrator, use of mapping to provide a stick figure or other body movement tracking technique, or gesture or activity recognition to determine movement or the like. Finally, in accordance with the invention, if recording of a video of a patient having the medication administered thereto is not possible, the system of the invention will recognize such an issue and request audio confirmation as a next best option. If the audio confirmation is also not possible, then a less reliable method of confirmation, such as a keyboard confirmation by the patient may be accepted. If higher reliability methods of confirmation are not available for an extended period of time, an alarm is preferably forwarded to a medical professional to inquire as to reasons and to remedy any situation that might be wrong in the administration situation.
  • These steps of confirming identity, confirming medication and confirming administration are then reviewed to verify adherence to the prescribed protocol at 135. Such review is preferably performed automatically by a computing system that is able to align the actual recorded images with ideal or expected images, or through the user of other activity or gesture recognition as mentioned above. In the case of facial recognition and bottle or pill recognition, such techniques are known in the art. With regard to video confirmation of adherence to prescribed medicine administration procedures, such processing may include various stick figure comparison analyses, motion recognition analysis, or other schemes as noted above able to determine whether appropriate actions have been performed by the patient.
  • The ability to provide automated determination of adherence to proper administration procedures allows for a large number of such images to be review in a short period of time. Even if actual and complete lack of adherence is not able to be determined 100% in each possible situation, the ability to pre screen the administration video captures to remove from further consideration administration situations that are clearly compliant may reduce a number of compliance situations to be reviewed by a medical professional substantially.
  • In an additional embodiment of the invention the imaged sequences used for activity recognition to determine regimen adherence may be further used to check for adverse or other reactions to taking of the medication. Thus, in addition to simply determining proper adherence to a protocol, such activity or gesture recognition may determine any number of different actions that may have been taken by a patient. Thus, actions taken before medication administration, or actions taken after medication administration may give insight into reasons for particular responses, etc. Thus, before administration, in accordance with the invention, activity recognition may determine a current activity of a user. Any subsequent reminders to take a medication may in part be based upon this determined activity. By way of example, if a user is putting on a coat, or is determined to be leaving a residence or other facility or the like, a reminder to take a medication before leaving may be provided, even if earlier than normal, or if medication is portable, the user may be reminded to take the medication with them, and then subsequently reminded to administer the medication via notification on a mobile device. By way of further example, if the user is cooking, a reminder may be given to take the medication a predetermined time before eating. Other scenarios may be possible, thus allowing greater response from the system to ensure proper medication administration by a patient. Additionally, various patient consent issues may be prompted and recorded in accordance with the invention. Patients may ask further additional questions regarding such consent, thus insuring that patients have all of the information they need to make informed consent decisions, and medication providers have proper evidence of such consent.
  • Similarly, actions after taking medication may give insight into patient responses. Notice of fainting, falling down, lack of motion, facial gestures, gastrointestinal distress or the like may all be logged as adverse reactions to a particular medication regimen, and may allow for adjustment of dosage or prescription instructions in the future for the patient. If adverse reactions are severe, an immediate medication review and contact from a medical professional may be provided to cure the issue. Additionally, the system in accordance with the present invention may be directly tied and be interoperable with a pharmacy or medical provider's systems, thus allowing such recommendations for dosage changes, regimen changes and the like to be forwarded to these professionals automatically. Through such links, reordering medication, dosage changes, medication changes and the like may be automatically provided. Furthermore, ease of providing additional prescriptions can be enhanced as patient, medication and regimen information will already be available to the pharmacist or medical service provider.
  • After such automatic, or combination of automatic and manual, adherence verification is performed allowing a health care provider or other medical professional to review and verify results of the automatic comparison or direct review of captured activity sequences, and indication of variation from a desired identity, medication or application procedure may request administrator review of the situation, and intervention as may be determined necessary at 140. Such review may be required immediately as an emergency situation may exist, or such review may be less urgent, perhaps requiring an electronic communication with suggestions or the like from such an administrator or the like. Additionally, such adherence review may be stored over time for a particular patient, thus allowing for various medication trends to be determined, such as if a patient misses medication at a same time each week, or an indication that one particular health care worker aiding the patient may occasionally give an incorrect medication dosage amount. Thus, in addition to allowing for immediate notice of problems in medication administration, an audit trail for tracking the actions of various health care providers is generated.
  • Therefore, in accordance with the invention as set forth in FIG. 1, a method and system are provided in which patient adherence to a prescribed medication regimen can be reviewed, acutely for a particular instance, or over time to determine any changes in behavior of a patient. Because all aspects of such adherence are monitored preferably visually, and do not rely on patient confirmation of medication administration, desires of the patient are taken out of the equation, and a true review of actually procedures used in the medication administration can be studied.
  • Referring next to FIG. 2, a more precise description of the data, medical record and prescription regimen entry will now be described. As is shown in FIG. 2, a number of entities may be able to enter information into a system in accordance with the invention. Such individuals may include a doctor 202, a pharmacist 204, a patient 206 and a caregiver 208. Each of these individuals may be provided with different rights for data entry. For example, a doctor may be provided with the ability to alter patient information, basic medical statistics, and virtually all other medical information included in a database. A pharmacist may be limited to entering information about a particular prescription, including when delivered to a patient, type of pill or medication, dosage size, refill availability, etc. A patient may be limited to providing personal information, and perhaps other relevant information, such as non-prescription medication usage, alcohol consumption, recent symptoms, reaction to use of particular prescription medications and the like. A caregiver may be limited to entering information about patient reactions, times of administration of medication and the like. Such data entry allows for the tracking of an audit trail at this step of administration as well.
  • Information from each user of the system is combined, where available, and formed into a prescription medication entry 210. In particular, a preferred list of information that may first be provided in accordance with the invention in order to organize the system may comprise a patient name, a user name, if that user is not the patient, and information to be used to provide various alerts, such as a patient email for prescription reminders, contact information for a doctor or caregiver for emergency contact, or the like. In addition, in accordance with the invention, facial images of the patient and other people interacting with the system are stored, or other biometric identifiers, such as fingerprint identification, retinal identification, voice recognition, various provided RFID tags or the like may be employed. Of course, if the patient is a returning patient, such information may be extracted from an existing database stored with another, previous prescription.
  • Next, a user such as the doctor 202 or the pharmacist 204 may indicate a particular new or recurring prescription medication to be provided to a user. An external medication database 215 is accessed and information regarding such medication is provided, including medication name or names if multiple brand and generic names exist, suggestions for appropriate prescription dosages based upon patient information and the particular version of the medication to be administered, and usage instructions to be provided to the patient, these instructions being modified or supplemented as necessary by the prescribing entity. These usage instructions preferably include detailed administration instructions, including time of day, patient status (i.e. before or after eating, after waking, before sleeping, etc.), precise method of application, and other useful instructions for a user. These instructions also may include video sequences to describe particular details of the medication or administration procedure thereof. They may also comprise alternative versions of instructions so that if a user is unclear regarding a particular set of instructions, an alternative set of instructions may be provided to the patient to aid in adherence to the prescription regimen.
  • After selection of such a medication, a patient medical history 217 is preferably accessed to provide additional medication and patient information to the prescribing individual. Such information may include, other prescriptions to the patient so that adverse drug interaction may be determined (although if such other prescriptions were implemented in accordance with this invention, such prescriptions will already be known to the system), patient indication of use of non-prescription drugs, patient allergies, patient activity level, past diseases and procedures, and any other information that may be relevant to the prescription of medication.
  • After all of the information has been entered about the user, and information from the medication and patient database has been accumulated, various medication interactions are checked automatically by the system at step 220. Any dangerous interactions are noted to the prescribing individual, and may preclude entry of the prescription into the system. Other interactions may be noted to the prescribing individual so that the individual may make the patient aware of such situations. These may include, for example a notification that the taking of two medications together may result in stomach pains, so that the patient should take one in the morning and one in the afternoon. Such interactions check will then result in a set of instructions that will be provided to the user, in addition to the more generic medication instructions. Finally, the prescribing individual may review such instructions and supplement them as desired. It should be noted that in accordance with the invention it is contemplated that various instructions provided to a user may comprise hot links to additional audio and visual information that may be provided to a patient to further assist in their adherence to any particular prescribed protocol, or may provide various information regarding the particular medication being taken as will be further described below.
  • Finally, after all interactions and instructions have been reviewed and approved, the prescription information is stored at step 225. The storing of such a prescription makes the prescription, alerts, help information and the like accessible to a patient and other system users. Furthermore, such completion may also transmit the prescription to a pharmacy or other medication provision facility so that the user is able to simply swing by to pick up the medication or to have the medication delivered to the patient.
  • Referring next to FIG. 3, a user implementation of the method in accordance with the invention will be described. When a time for receiving or administering a medication is reached, a patient, and any other necessary user may be provided a notification 310 in accordance with notification addresses entered in the system as noted above. Thus, in a home situation, only the patient may receive notification. If there is a home health care provider, such provider may also receive separate independent verification. In the case of hospital or other in-patient care facility, various medical service providers may similarly receive such notification. After notification, or in the absence of such notification, system initiation takes place at 315. In accordance with such system initiation, one or more users are preferably recognized by the system. Therefore, at step 320, a user recognition sequence takes place. In a preferred embodiment, such a user has a still or video image captured of their face, and facial recognition techniques are employed to confirm the identity of the user. Such capture may be performed by fixed camera, mobile camera, mobile communication device such as a cellular phone, or any other appropriate video or image capture device. Alternative recognition techniques, such as retinal, fingerprint, voice or other biometric measurements may be employed, in addition to a more common password query.
  • At step 325 it is determined whether all necessary users have been recognized and authenticated. In a situation where a nurse, doctor or other caregiver is to administer medication, it may be preferable to have the patient and caregiver to be recognized by the system to further confirm that the appropriate procedure is followed, and to allow the system to keep track of people using the medication so it can track if any one person, for example, is improperly using the medication, as will be evident from the generated audit trail. After step 325, if all users are not recognized, control passes back to step 320 and any additional users are recognized by the system.
  • Once all users are recognized, control passes to step 327 where the medication to be administered in accordance with the prescribed prescription regimen is confirmed. Thus, a user is prompted to allow a still or video image, text recognition image, or other method of identifying a medication to be captured of the medication bottle or other container, a pill of the medication, or other form of medication, and is also able to determine appropriate quantities, dosage, and any potentially required or dangerous medication combinations. As noted above, if video confirmation is for some reason not available, the user may be prompted by the system to provide audio or other indication of medication and other desired information. This image, video sequence or other received confirmation information is then compared to an image associated with the prescription as noted above in FIG. 2. If the medication is determined to be incorrect, a warning may be provided to the user that the medication is incorrect. The user may then be prompted to choose another medication for imaging.
  • Alternatively, the invention contemplates a user displaying a number of medications to the image capture apparatus and allowing the apparatus to suggest which medication is correct. Thus, the user may be able to scan a medicine cabinet with such a video imaging apparatus and have the system indicate which is the correct medication. This may prove valuable when sequence of ingesting medication is important, or when two people have similar medications and may have difficulty in distinguishing between medications for each. Once a correct medication has been identified, control passes to step 330.
  • In step 330 user prompts and other instructions are provided to the patient, and present caregivers, as to how to administer the medication according to the prescription guidelines outlined above. These instructions allow for a user to receive further information or instructions as necessary through asking the system for additional help. Especially in situations where an elaborate scheme may be required, it is contemplated that video samples and instructions may be provided to the user. Further, in accordance with the invention, for complicated administration procedures, it may be possible to set up a two way video conference employing traditional video conferencing, VOIP conferencing, traditional telephone conferencing, or any other appropriate communication system with an expert in such administration so that a caregiver or patient may receive live coaching regarding such administration.
  • When following such instruction prompts, the actual act of administration is preferably captured as a video sequence at step 335. This captured video sequence may be utilized in accordance with the invention in a number of ways. First, the actions of administration of the medication is reviewed in real time and compared to an ideal or desired video sequence. If a determination is made that the medication is being administered in an incorrect manner, and in a way that may be detrimental to the patient, immediate warnings may be provided at step 340 advising the caregiver or patient to stop administration at once. Furthermore, in extreme cases, a doctor or other caregiver may be notified, or in the most dangerous cases, an ambulance or other emergency personnel may be dispatched to provide immediate care. If video recording is not available, other confirmation methods as noted above may be employed and be subject to automatic confirmation as with the video recorded sequences.
  • If such immediate care or warning is not required, control then passes to step 345 where the video images are more formally captured and analyzed for various other non-critical issues. The images may be captured and stored locally, being provided to a central server in a batch processing, or images may be captured and sent to the remote server for immediate analysis and storage. Such transmission may take place over a well known Internet connection, wireless connection, or other proprietary communication system. Such analysis may consider suggestions to a caregiver to improve dosage accuracy, reduce pain in administration, or the like. Furthermore, as such video sequences may be available from multiple patients and/or caregivers, the effectiveness of various sets of instructions and the like can be tested and reviewed, and changes thereto made if consistent problems are encountered. This type of study is nearly impossible without the present invention, because in any type of clinical setting, individuals are far more likely to be careful in administration of medication, and therefore not cause errors. However, in accordance with the invention, responses to instructions can be analyzed, and lack of adherence based upon confusing or difficult to follow instructions can be remedied, providing better or more usable instructions, and therefore improving regimen adherence.
  • In any event, after such analysis, any warnings or suggestions for instruction issues may generate a warning at step 350, suggesting areas of instruction that may be problematic. These video sequences are also stored for longer term analysis if desired at step 355, and processing ends.
  • It is further contemplated in accordance with the invention that the system and method thereof act as an overall prescription management tool. For example, knowing the prescription and the number of actual times the medication has been administered, the system can order prescriptions to be refilled and sent to the patient. Trends of a patient can be monitored, such as blood pressure or other measurable quantities of the patient, and correlation between such measured quantities and medication administration may be observed, potentially allowing for a more customized solution of medication to be applied to the patient, possible modifying dosage or frequency of administration based upon individual reactions to a particular prescription regimen. Further, insurance administration can be simplified by providing the prescription information directly to the insurance company, and allowing reimbursement for patient costs and other billing issues to be taken care of over a computer network, by phone or the like. Additionally, features of the invention noted above allowing for user interaction and recordation of activities of a user, adverse effects and the like may be incorporated into the system to provide further information for determining alternative instruction sets, modification of medications and the like.
  • A system provided in accordance with the invention includes imaging technology and hardware, communication hardware, computer systems including storage memory and remote communication via the Internet or other communication network for remote storage and analysis, databases of patient information and medication information sufficient to implement the method as described above.
  • Therefore, in accordance with the invention, a method and system are provided that allow for the automated administration of medication, and provide for a most sophisticated method for confirming and studying methods of administration of such prescription medication.
  • It will thus be seen that the objects set forth above, among those made apparent from the preceding description, are efficiently attained and, because certain changes may be made in carrying out the above method and in the construction(s) set forth without departing from the spirit and scope of the invention, it is intended that all matter contained in the above description and shown in the accompanying drawings shall be interpreted as illustrative and not in a limiting sense.
  • It is also to be understood that this description is intended to cover all of the generic and specific features of the invention herein described and all statements of the scope of the invention which, as a matter of language, might be said to fall there between.

Claims (27)

1. A method of confirming administration of medication, comprising the steps of:
receiving information identifying a particular medication prescription regimen;
determining one or more procedures for administering such prescription regimen;
identifying one or more activity sequences associated with such procedures;
capturing activity sequences of actual administration of such prescription regimen;
comparing the captured activity sequences to the identified activity sequences to determine differences therebetween; and
providing a notice if differences are determined.
2. The method of claim 1, wherein the prescription regimen is provided by a medical professional.
3. The method of claim 1, wherein the prescription regimen is retrieved from a medical database.
4. The method of claim 1, wherein the procedures for administering the prescription regimen are retrieved from a database.
5. The method of claim 5, wherein the retrieved procedures for administering the prescription regimen are modified by a medical professional.
6. The method of claim 1, further comprising the steps of:
retrieving medical history information of a patient to receive the administered medication; and
confirming that the administered medication is safe for the patient.
7. The method of claim 1, further comprising the steps of:
before capturing the one or more activity sequences of administration of the prescription regimen, determining the identity of a particular medication to be used in such administration; and
issuing a warning if it is determined that the determined identity is not the medication associated with the upcoming prescription regimen.
8. The method of claim 7, wherein the warning includes live contact with a medical professional.
9. The method of claim 1, further comprising the steps of:
capturing activity sequences of actual administration of the prescription regimen during multiple instances of administration;
comparing the captured activity sequences to the identified video sequences to determine differences therebetween; and
providing an analysis of adherence to a particular prescription regimen in accordance with the multiple instances of administration.
10. The method of claim 9, further comprising the step of providing additional instructions to a medication administrator in accordance with the provided analysis.
11. The method of claim 1, wherein the notice comprises live contact with a medical professional.
12. The method of claim 1, wherein the notice comprises additional instructions to a medication administrator.
13. A method of confirming administration of medication, comprising the steps of:
authenticating a prescribing medical professional;
receiving information identifying a particular medication prescription regimen from the authenticated medical professional;
determining one or more procedures for administering such prescription regimen from one or more databases including prescription regimen information in accordance with prescription information provided by the authenticated medical professional;
modifying the procedures, if necessary, by the authenticated medical professional;
providing a set of instructions in accordance with which the prescription regimen is to be administered;
identifying one or more activity sequences associated with such instructions;
capturing activity sequences of actual administration of such prescription regimen over a plurality of administrations of the prescription regimen;
comparing the captured activity sequences to the identified activity sequences to determine differences therebetween;
providing an immediate notice if differences are determined in the comparing step that may place a patient receiving the prescription regimen in danger; and
providing a notice if differences are determined in the comparing step that may improve future administration of the prescription regimen.
14. The method of claim 13, further comprising the step of performing a statistical analysis of differences determined in the comparing step.
15. The method of claim 13, wherein the differences determined in the comparing step comprise determining an incorrect medication.
16. The method of claim 13, wherein the differences determined in the comparing step comprise determining an incorrect amount of medication.
17. The method of claim 13, wherein the differences determined in the comparing step comprise determining an incorrect administration procedure.
18. A system for confirming administration of medication, comprising:
an authentication apparatus for authenticating a prescribing medical professional;
an input device for receiving information identifying a particular medication prescription regimen from the authenticated medical professional;
a database comprising prescription administration information,
a storage device for storing prescription administration selected from the database and being associated with the identified medication prescription, a set of instructions in accordance with which the prescription regimen is to be administered, and one or more activity sequences associated with such instructions;
a capture device for capturing activity sequences of actual administration of such prescription regimen over a plurality of administrations of the prescription regimen;
a processor for comparing the captured activity sequences to the identified activity sequences to determine differences therebetween; and
an output device for providing an immediate notice if differences are determined in the comparing step that may place a patient receiving the prescription regimen in danger; and for providing a notice if differences are determined in the comparing step that may improve future administration of the prescription regimen.
19. The system of claim 18, wherein the information stored on the storage device may be modified by the authenticated medical professional.
20. The system of claim 18, wherein the capture device is further adapted to capture images of a particular medication to allow identification thereof.
21. A method of confirming administration of medication, comprising the steps of:
authenticating a prescribing medical professional;
receiving information identifying a particular medication prescription regimen from the authenticated medical professional;
determining one or more procedures for administering such prescription regimen from one or more databases including prescription regimen information in accordance with prescription information provided by the authenticated medical professional;
modifying the procedures, if necessary, by the authenticated medical professional;
providing a set of instructions in accordance with which the prescription regimen is to be administered;
identifying one or more indicia for determining confirmation of prescription administration associated with such instructions;
capturing appropriate indicia of actual administration of such prescription regimen over a plurality of administrations of the prescription regimen;
comparing the captured indicia for determining confirmation of prescription administration to the identified indicia for determining confirmation of prescription administration to determine differences therebetween;
providing an immediate notice if differences are determined in the comparing step that may place a patient receiving the prescription regimen in danger; and
providing a notice if differences are determined in the comparing step that may improve future administration of the prescription regimen.
22. The method of claim 21, wherein the indicia for determining confirmation of prescription administration comprises one or more activity sequences.
23. The method of claim 22, wherein the indicia for determining confirmation of prescription administration comprises an alternative method when activity sequences may not be recorded.
25. The method of claim 21, further comprising the steps of:
capturing indicia of activity of a patient before medication administration; and
providing a reminder to the patient at least in part in accordance with the captured indicia before medication administration.
25. The method of claim 21, further comprising the step of capturing indicia of activity of a patient before medication administration, wherein the captured indicia before medication administration comprises evidence of patient consent.
26. The method of claim 21, further comprising the steps of:
capturing indicia of activity of a patient after medication administration;
providing notification to a medical service provider of the activity; and
modifying at least one aspect of a prescription regimen in accordance with the captured indicia after medication administration.
27. The method of claim 26, wherein the captured indicia after medication administration comprises an adverse reaction to the medication.
US12/620,686 2009-11-18 2009-11-18 Method and Apparatus for Verification of Medication Administration Adherence Abandoned US20110119073A1 (en)

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US12/620,686 US20110119073A1 (en) 2009-11-18 2009-11-18 Method and Apparatus for Verification of Medication Administration Adherence
CA2780901A CA2780901A1 (en) 2009-11-18 2010-11-17 Method and apparatus for verification of medication administration adherence
AU2010322109A AU2010322109B2 (en) 2009-11-18 2010-11-17 Method and apparatus for verification of medication administration adherence
CN201080052105.1A CN102612703B (en) 2009-11-18 2010-11-17 Drug taking compliance confirmation method and apparatus
EP10832071.4A EP2502199A4 (en) 2009-11-18 2010-11-17 Method and apparatus for verification of medication administration adherence
PCT/US2010/056935 WO2011062934A1 (en) 2009-11-18 2010-11-17 Method and apparatus for verification of medication administration adherence
US13/558,377 US8781856B2 (en) 2009-11-18 2012-07-26 Method and apparatus for verification of medication administration adherence
US13/674,209 US9256776B2 (en) 2009-11-18 2012-11-12 Method and apparatus for identification
US14/295,485 US10297030B2 (en) 2009-11-18 2014-06-04 Method and apparatus for verification of medication administration adherence
US14/989,112 US10297032B2 (en) 2009-11-18 2016-01-06 Verification of medication administration adherence
US14/989,083 US20160117473A1 (en) 2009-11-18 2016-01-06 Verification of Medication Administration Adherence
US14/989,156 US20160117460A1 (en) 2009-11-18 2016-01-06 Verification of Medication Administration Adherence
US14/989,179 US20160117475A1 (en) 2009-11-18 2016-01-06 Verification of Medication Administration Adherence
US14/990,389 US9652665B2 (en) 2009-11-18 2016-01-07 Identification and de-identification within a video sequence

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US14/295,485 Active 2031-03-07 US10297030B2 (en) 2009-11-18 2014-06-04 Method and apparatus for verification of medication administration adherence
US14/989,156 Pending US20160117460A1 (en) 2009-11-18 2016-01-06 Verification of Medication Administration Adherence
US14/989,083 Pending US20160117473A1 (en) 2009-11-18 2016-01-06 Verification of Medication Administration Adherence
US14/989,179 Pending US20160117475A1 (en) 2009-11-18 2016-01-06 Verification of Medication Administration Adherence
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US14/989,156 Pending US20160117460A1 (en) 2009-11-18 2016-01-06 Verification of Medication Administration Adherence
US14/989,083 Pending US20160117473A1 (en) 2009-11-18 2016-01-06 Verification of Medication Administration Adherence
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Cited By (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110153361A1 (en) * 2009-12-23 2011-06-23 Al Cure Technologies LLC Method and Apparatus for Management of Clinical Trials
US20110231202A1 (en) * 2010-03-22 2011-09-22 Ai Cure Technologies Llc Method and apparatus for collection of protocol adherence data
WO2012170973A1 (en) * 2011-06-10 2012-12-13 AI Cure Technologies, Inc. Method and apparatus for monitoring medication adherence
US20130085957A1 (en) * 2011-09-30 2013-04-04 Precision Dermatology, Inc. Method and system for automatic product replenishment
US20130110526A1 (en) * 2011-10-26 2013-05-02 Sargas Pharmaceutical Adherence and Compliance International, LLC System and method for monitoring authorization, compliance, and adherence of drug prescriptions and treatments
WO2013098851A2 (en) * 2011-12-23 2013-07-04 Vfs Global Services Pvt. Ltd. A system for processing visa applications
WO2013109913A1 (en) * 2012-01-20 2013-07-25 Medsentry, Inc. Medication storage device and method
US8605165B2 (en) 2010-10-06 2013-12-10 Ai Cure Technologies Llc Apparatus and method for assisting monitoring of medication adherence
US8731961B2 (en) 2009-12-23 2014-05-20 Ai Cure Technologies Method and apparatus for verification of clinical trial adherence
US8781856B2 (en) 2009-11-18 2014-07-15 Ai Cure Technologies Llc Method and apparatus for verification of medication administration adherence
US20150111187A1 (en) * 2013-10-19 2015-04-23 Peter K. Loeb, JR. System and method for providing a client engagement platform to assist a client in the compliance of addiction treatment
US9116553B2 (en) 2011-02-28 2015-08-25 AI Cure Technologies, Inc. Method and apparatus for confirmation of object positioning
US20150242585A1 (en) * 2014-02-21 2015-08-27 Judy SPIEGEL Method and Apparatus for Monitoring a User and Providing a Schedule for a User
US20150248539A1 (en) * 2014-02-26 2015-09-03 Raymond E. Washburn Method for reducing errors in medication administration by medical professionals and non-clinical individuals
US9256776B2 (en) 2009-11-18 2016-02-09 AI Cure Technologies, Inc. Method and apparatus for identification
US9293060B2 (en) 2010-05-06 2016-03-22 Ai Cure Technologies Llc Apparatus and method for recognition of patient activities when obtaining protocol adherence data
US9317916B1 (en) 2013-04-12 2016-04-19 Aic Innovations Group, Inc. Apparatus and method for recognition of medication administration indicator
US9399111B1 (en) 2013-03-15 2016-07-26 Aic Innovations Group, Inc. Method and apparatus for emotional behavior therapy
US9436851B1 (en) 2013-05-07 2016-09-06 Aic Innovations Group, Inc. Geometric encrypted coded image
US20160259911A1 (en) * 2015-03-03 2016-09-08 Danny P. Koester Automated Medication Adherence System
US9665767B2 (en) 2011-02-28 2017-05-30 Aic Innovations Group, Inc. Method and apparatus for pattern tracking
US9679113B2 (en) 2014-06-11 2017-06-13 Aic Innovations Group, Inc. Medication adherence monitoring system and method
US9760265B2 (en) 2011-11-25 2017-09-12 Sony Corporation Information processing device and an information processing method
US9824297B1 (en) 2013-10-02 2017-11-21 Aic Innovations Group, Inc. Method and apparatus for medication identification
US9875666B2 (en) 2010-05-06 2018-01-23 Aic Innovations Group, Inc. Apparatus and method for recognition of patient activities
US9883786B2 (en) 2010-05-06 2018-02-06 Aic Innovations Group, Inc. Method and apparatus for recognition of inhaler actuation
US10116903B2 (en) 2010-05-06 2018-10-30 Aic Innovations Group, Inc. Apparatus and method for recognition of suspicious activities
US10133848B1 (en) * 2013-08-05 2018-11-20 TouchStream Corp. Medication management

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
MX340734B (en) * 2011-01-25 2016-07-22 Novartis Ag Systems and methods for medical use of motion imaging and capture.
US20140358018A1 (en) * 2013-06-03 2014-12-04 Pharmalto, Llc System and method for health and wellness mobile management
US9064184B2 (en) 2012-06-18 2015-06-23 Ebay Inc. Normalized images for item listings
US9554049B2 (en) * 2012-12-04 2017-01-24 Ebay Inc. Guided video capture for item listings
EP2997515A4 (en) * 2013-05-14 2017-05-31 Smith & Nephew, Inc. Apparatus and method for administering a medical device prescription
US9775779B2 (en) 2014-04-28 2017-10-03 Carecaps, Llc Prescription bottle cap assembly and medication management system
US9345645B1 (en) 2015-04-07 2016-05-24 Alex H. Chernyak Bi-directional adaptive drug dispenser for managing divergence between pre-set regimen and actual performance
US10073954B2 (en) 2016-08-26 2018-09-11 Changhai Chen Dispenser system and methods for medication compliance
USD820679S1 (en) 2016-11-30 2018-06-19 Carecaps Bottle cap assembly
CN108615438A (en) * 2018-06-27 2018-10-02 苏州润易尚文化科技有限公司 Origami teaching aid based on conductive ink

Citations (57)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5441047A (en) * 1992-03-25 1995-08-15 David; Daniel Ambulatory patient health monitoring techniques utilizing interactive visual communication
US5544649A (en) * 1992-03-25 1996-08-13 Cardiomedix, Inc. Ambulatory patient health monitoring techniques utilizing interactive visual communication
US5752621A (en) * 1995-03-20 1998-05-19 Eigen Technology Inc. Smart automatic medication dispenser
US5764296A (en) * 1993-05-31 1998-06-09 Samsung Electronics Co., Ltd. Resolution-variable adaptive picture compression
US6283761B1 (en) * 1992-09-08 2001-09-04 Raymond Anthony Joao Apparatus and method for processing and/or for providing healthcare information and/or healthcare-related information
US20010049673A1 (en) * 2000-03-24 2001-12-06 Bridge Medical, Inc. Method and apparatus for displaying medication information
US20010056358A1 (en) * 2000-03-24 2001-12-27 Bridge Medical, Inc., Method and apparatus for providing medication administration warnings
US20020026330A1 (en) * 2000-08-23 2002-02-28 Klein Edward E. System and method for patient medication management and compliance using a portable computing device
US6380858B1 (en) * 1999-12-29 2002-04-30 Becton, Dickinson And Company Systems and methods for monitoring patient compliance with medication regimens
US20020093429A1 (en) * 2001-01-16 2002-07-18 Yoshiharu Matsushita Medication-taking confirmation support device
US20020143563A1 (en) * 2001-04-02 2002-10-03 Hufford Michael R. System for clinical trial subject compliance
US6484144B2 (en) * 1999-03-23 2002-11-19 Dental Medicine International L.L.C. Method and system for healthcare treatment planning and assessment
US6535637B1 (en) * 1997-04-04 2003-03-18 Esco Electronics, Inc. Pharmaceutical pill recognition and verification system
US20030225325A1 (en) * 2002-03-07 2003-12-04 Siemens Artiengesellschaft Method and device for placing a patient repeatedly into the same relative position
US20040107116A1 (en) * 1992-11-17 2004-06-03 Health Hero Network, Inc. Networked health information system for monitoring food intake
US6879970B2 (en) * 2001-04-02 2005-04-12 Invivodata, Inc. Apparatus and method for prediction and management of subject compliance in clinical research
US20050144150A1 (en) * 2003-12-30 2005-06-30 Shankar Ramamurthy Remote process capture, identification, cataloging and modeling
US20050149361A1 (en) * 2003-12-30 2005-07-07 Saus Douglas M. System and method for preemptive determination of the potential for an atypical clinical event related to the administering of medication
US20050182664A1 (en) * 2004-02-18 2005-08-18 Klaus Abraham-Fuchs Method of monitoring patient participation in a clinical study
US20050234381A1 (en) * 2004-03-20 2005-10-20 Guenter Niemetz Method for allowing operator entries at a medical instrument
US20050267356A1 (en) * 2004-05-28 2005-12-01 Narayanan Ramasubramanian Unified ingestion package and process for patient compliance with prescribed medication regimen
US6988075B1 (en) * 2000-03-15 2006-01-17 Hacker L Leonard Patient-controlled medical information system and method
US20060066584A1 (en) * 2004-09-30 2006-03-30 Edward Barkan Optical touch screen arrangement
US20060238549A1 (en) * 2000-07-21 2006-10-26 Sony Computer Entertainment Inc. System and method for object tracking
US20070008113A1 (en) * 2005-06-20 2007-01-11 Eastman Kodak Company System to monitor the ingestion of medicines
US20070008112A1 (en) * 2005-06-20 2007-01-11 Edward Covannon System to monitor the ingestion of medicines
US7184075B2 (en) * 2000-12-15 2007-02-27 Leonard Reiffel Imaged coded data source tracking product
US20070233050A1 (en) * 2006-03-28 2007-10-04 Hospira, Inc. Medication administration and management system and method
US20070273504A1 (en) * 2006-05-16 2007-11-29 Bao Tran Mesh network monitoring appliance
US20080000979A1 (en) * 2006-06-30 2008-01-03 Poisner David I Method for identifying pills via an optical device
US7317967B2 (en) * 2001-12-31 2008-01-08 B. Braun Medical Inc. Apparatus and method for transferring data to a pharmaceutical compounding system
US20080114226A1 (en) * 2006-09-29 2008-05-15 Doug Music Systems and methods for user interface and identification in a medical device
US7395214B2 (en) * 2001-05-11 2008-07-01 Craig P Shillingburg Apparatus, device and method for prescribing, administering and monitoring a treatment regimen for a patient
US20080178126A1 (en) * 2007-01-24 2008-07-24 Microsoft Corporation Gesture recognition interactive feedback
US7415447B2 (en) * 2001-04-02 2008-08-19 Invivodata, Inc. Apparatus and method for prediction and management of participant compliance in clinical research
US20080201174A1 (en) * 2005-08-29 2008-08-21 Narayanan Ramasubramanian Personalized medical adherence management system
US7448544B1 (en) * 2000-11-16 2008-11-11 Gsl Solutions, Inc. Tracking system for individual detection of prescription orders contained within a bulk container
US20080303638A1 (en) * 2007-03-24 2008-12-11 Hap Nguyen Portable patient devices, systems, and methods for providing patient aid and preventing medical errors, for monitoring patient use of ingestible medications, and for preventing distribution of counterfeit drugs
US20090018867A1 (en) * 2004-07-09 2009-01-15 Bruce Reiner Gesture-based communication and reporting system
US20090043610A1 (en) * 2007-08-07 2009-02-12 Walgreen Co. Comprehensive medication management system
US20090048871A1 (en) * 2007-08-16 2009-02-19 Qualcomm Incorporated Mobile wireless medication management system
US20090159714A1 (en) * 2007-12-21 2009-06-25 Coyne Iii Martin M Medication Administration Tracking
US20090217194A1 (en) * 2008-02-24 2009-08-27 Neil Martin Intelligent Dashboards
US7627142B2 (en) * 2004-04-02 2009-12-01 K-Nfb Reading Technology, Inc. Gesture processing with low resolution images with high resolution processing for optical character recognition for a reading machine
US7657443B2 (en) * 2003-12-19 2010-02-02 Carefusion 303, Inc. Intravenous medication harm index system
US20100042430A1 (en) * 2008-08-12 2010-02-18 Irody Inc System and method for collecting and authenticating medication consumption
US20100050134A1 (en) * 2008-07-24 2010-02-25 Gesturetek, Inc. Enhanced detection of circular engagement gesture
US20100057646A1 (en) * 2008-02-24 2010-03-04 Martin Neil A Intelligent Dashboards With Heuristic Learning
US7692625B2 (en) * 2000-07-05 2010-04-06 Smart Technologies Ulc Camera-based touch system
US20100136509A1 (en) * 2007-07-02 2010-06-03 Alden Mejer System and method for clinical trial investigator meeting delivery and training including dynamic media enrichment
US7747454B2 (en) * 2006-05-06 2010-06-29 Irody, Inc. System and method for real time management of a drug regimen
US7774075B2 (en) * 2002-11-06 2010-08-10 Lin Julius J Y Audio-visual three-dimensional input/output
US20100262436A1 (en) * 2009-04-11 2010-10-14 Chen Ying-Yu Medical information system for cost-effective management of health care
US20100316979A1 (en) * 2007-02-26 2010-12-16 Gottfried Von Bismarck Dummy device, system and method for patient-based medication using medicinal and/or pharmaceutical and/or dietary supplement products for a patient
US7874984B2 (en) * 1998-08-28 2011-01-25 Celgene Corporation Methods for delivering a drug to a patient while preventing the exposure of a foetus or other contraindicated individual to the drug
US20110021952A1 (en) * 2009-07-27 2011-01-27 Anthony Vallone Event-based health activity tracking with icon-based user interface
US7908155B2 (en) * 2002-04-12 2011-03-15 Becton, Dickinson And Company System for collecting, storing, presenting and analyzing immunization data having remote stations in communication with a vaccine and disease database over a network

Family Cites Families (74)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3814845A (en) 1973-03-01 1974-06-04 Bell Telephone Labor Inc Object positioning
US5065447A (en) 1989-07-05 1991-11-12 Iterated Systems, Inc. Method and apparatus for processing digital data
US5377258A (en) * 1993-08-30 1994-12-27 National Medical Research Council Method and apparatus for an automated and interactive behavioral guidance system
US5846086A (en) * 1994-07-01 1998-12-08 Massachusetts Institute Of Technology System for human trajectory learning in virtual environments
US7370797B1 (en) 1996-05-31 2008-05-13 Scott Lindsay Sullivan Pill printing and identification
US5619991A (en) 1995-04-26 1997-04-15 Lucent Technologies Inc. Delivery of medical services using electronic data communications
US5911132A (en) 1995-04-26 1999-06-08 Lucent Technologies Inc. Method using central epidemiological database
US6282513B1 (en) * 1995-10-06 2001-08-28 Glenn G. Strawder Quality assurance method for a machine and an operator
US5961446A (en) 1995-10-06 1999-10-05 Tevital Incorporated Patient terminal for home health care system
US8092224B2 (en) 1995-11-22 2012-01-10 James A. Jorasch Systems and methods for improved health care compliance
US5646912A (en) 1996-01-25 1997-07-08 Cousin; Damon S. Medication compliance, co-ordination and dispensing system
US5810747A (en) 1996-08-21 1998-09-22 Interactive Remote Site Technology, Inc. Remote site medical intervention system
GB9626825D0 (en) 1996-12-24 1997-02-12 Crampton Stephen J Avatar kiosk
GB9704843D0 (en) 1997-03-08 1997-04-23 Murphy Graham F Apparatus
US6233428B1 (en) 1997-09-17 2001-05-15 Bruce Fryer System and method for distribution of child care training materials and remote monitoring of child care centers
JPH11155142A (en) 1997-11-19 1999-06-08 Mitsubishi Electric Corp Medical treatment support system
US6421650B1 (en) 1998-03-04 2002-07-16 Goetech Llc Medication monitoring system and apparatus
US5963136A (en) * 1998-07-15 1999-10-05 O'brien; Charles Terrence Interactive prescription compliance and life safety system
US6628835B1 (en) * 1998-08-31 2003-09-30 Texas Instruments Incorporated Method and system for defining and recognizing complex events in a video sequence
DE60013717T2 (en) 1999-09-14 2005-09-29 Kabushiki Kaisha Toshiba, Kawasaki Apparatus and method for portrait photography
US6234343B1 (en) * 1999-03-26 2001-05-22 Papp Enterprises, Llc Automated portable medication radial dispensing apparatus and method
US6607485B2 (en) 1999-06-03 2003-08-19 Cardiac Intelligence Corporation Computer readable storage medium containing code for automated collection and analysis of patient information retrieved from an implantable medical device for remote patient care
US7256708B2 (en) 1999-06-23 2007-08-14 Visicu, Inc. Telecommunications network for remote patient monitoring
US20030036683A1 (en) * 2000-05-01 2003-02-20 Kehr Bruce A. Method, system and computer program product for internet-enabled, patient monitoring system
GB0014059D0 (en) 2000-06-09 2000-08-02 Chumas Paul D Method and apparatus
US20070118389A1 (en) 2001-03-09 2007-05-24 Shipon Jacob A Integrated teleconferencing system
US6611206B2 (en) 2001-03-15 2003-08-26 Koninklijke Philips Electronics N.V. Automatic system for monitoring independent person requiring occasional assistance
US7110569B2 (en) * 2001-09-27 2006-09-19 Koninklijke Philips Electronics N.V. Video based detection of fall-down and other events
US7369919B2 (en) 2001-11-30 2008-05-06 Vonk Glenn P Medication adherence system
US7340077B2 (en) 2002-02-15 2008-03-04 Canesta, Inc. Gesture recognition system using depth perceptive sensors
US7369685B2 (en) 2002-04-05 2008-05-06 Identix Corporation Vision-based operating method and system
EP1521615A4 (en) 2002-06-11 2010-11-03 Jeffrey A Matos System for cardiac resuscitation
US7769465B2 (en) 2003-06-11 2010-08-03 Matos Jeffrey A System for cardiac resuscitation
US7844361B2 (en) 2002-09-26 2010-11-30 Stratamed Labs, Inc. Prescription drug compliance monitoring system
KR100503039B1 (en) 2002-11-25 2005-07-22 삼성테크윈 주식회사 Method to control operation of digital camera for user to easily take an identification photograph
US7002476B2 (en) * 2003-01-30 2006-02-21 Leap Of Faith Technologies, Inc. Medication compliance system
US7304228B2 (en) 2003-11-10 2007-12-04 Iowa State University Research Foundation, Inc. Creating realtime data-driven music using context sensitive grammars and fractal algorithms
JP4483334B2 (en) 2004-02-18 2010-06-16 富士ゼロックス株式会社 Image processing apparatus
US7761311B2 (en) 2004-03-23 2010-07-20 Board Of Regents, The University Of Texas System Pharmaceutical treatment effectiveness analysis computer system and methods
GB2412831A (en) 2004-03-30 2005-10-05 Univ Newcastle Highlighting important information by blurring less important information
US7562121B2 (en) 2004-08-04 2009-07-14 Kimberco, Inc. Computer-automated system and method of assessing the orientation, awareness and responses of a person with reduced capacity
US20060294108A1 (en) * 2005-04-14 2006-12-28 Adelson Alex M System for and method of managing schedule compliance and bidirectionally communicating in real time between a user and a manager
US7912733B2 (en) 2005-05-04 2011-03-22 Board Of Regents, The University Of Texas System System, method and program product for delivering medical services from a remote location
US20120140068A1 (en) * 2005-05-06 2012-06-07 E-Watch, Inc. Medical Situational Awareness System
GB2428927A (en) 2005-08-05 2007-02-07 Hewlett Packard Development Co Accurate positioning of a time lapse camera
US7881537B2 (en) * 2006-01-31 2011-02-01 Honeywell International Inc. Automated activity detection using supervised learning
US20070194034A1 (en) 2006-02-17 2007-08-23 Vasilios Vasiadis Device for printing pills, tablets or caplets in a precise manner
US20080138604A1 (en) 2006-05-02 2008-06-12 John Kenney Authenticating and identifying objects using markings formed with correlated random patterns
CA2653346A1 (en) * 2006-06-01 2007-12-06 Igeacare Systems, Inc. Remote health care system with treatment verification
US20070288266A1 (en) * 2006-06-02 2007-12-13 Suzanne Sysko System and methods for chronic disease management and health assessment
US8044778B2 (en) 2007-07-12 2011-10-25 Henry Schein, Inc. Injection device and case with reporting ability
US7769345B2 (en) 2006-09-29 2010-08-03 Sony Ericsson Mobile Communications Ab Device and method for guiding a user to a communication position
US8060249B2 (en) * 2006-11-22 2011-11-15 Senticare Inc. Medication dispenser with integrated monitoring system
US7983933B2 (en) 2006-12-06 2011-07-19 Microsoft Corporation Patient monitoring via image capture
US20080172253A1 (en) * 2007-01-11 2008-07-17 The Hong Kong Polytechnic University System and method for administering medication
US20100092093A1 (en) 2007-02-13 2010-04-15 Olympus Corporation Feature matching method
EP2124743A1 (en) 2007-02-22 2009-12-02 University Of Florida Research Foundation, Inc. Medication adherence monitoring system
US7956727B2 (en) 2007-03-22 2011-06-07 Carespeak Communications, Inc. Methods and systems for medication management
EP1995549B1 (en) 2007-05-11 2013-11-27 Saab Ab Device and method for a sighting apparatus
US8154583B2 (en) 2007-05-31 2012-04-10 Eastman Kodak Company Eye gazing imaging for video communications
US20090012818A1 (en) * 2007-07-06 2009-01-08 Valence Broadband, Inc. Dispensing medication and verifying proper medication use
EP2065823A1 (en) * 2007-11-26 2009-06-03 BIOMETRY.com AG System and method for performing secure online transactions
JP2009237619A (en) 2008-03-25 2009-10-15 Seiko Epson Corp Detection of face area and organ area in image
JP4840413B2 (en) 2008-07-02 2011-12-21 ソニー株式会社 Information display method, information processing apparatus and information display program
JP4588098B2 (en) * 2009-04-24 2010-11-24 善郎 水野 Image and sound monitoring system
US20110119073A1 (en) 2009-11-18 2011-05-19 Al Cure Technologies LLC Method and Apparatus for Verification of Medication Administration Adherence
US20110153360A1 (en) 2009-12-23 2011-06-23 Al Cure Technologies LLC Method and Apparatus for Verification of Clinical Trial Adherence
US20110161109A1 (en) 2009-12-31 2011-06-30 Mckesson Financial Holdings Limited Systems and methods for providing adherence-based messages and benefits
US20110195520A1 (en) 2010-02-11 2011-08-11 Ameritox, Ltd. Methods of normalizing measured drug concentrations and testing for non-compliance with a drug treatment regimen
US8887187B2 (en) * 2010-04-19 2014-11-11 Business Breakthrough Inc. Audio-visual terminal, viewing authentication system and control program
US9293060B2 (en) 2010-05-06 2016-03-22 Ai Cure Technologies Llc Apparatus and method for recognition of patient activities when obtaining protocol adherence data
US8832810B2 (en) * 2010-07-09 2014-09-09 At&T Intellectual Property I, L.P. Methods, systems, and products for authenticating users
EP2619724A2 (en) 2010-09-23 2013-07-31 Stryker Corporation Video monitoring system
US8606595B2 (en) * 2011-06-17 2013-12-10 Sanjay Udani Methods and systems for assuring compliance

Patent Citations (62)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5441047A (en) * 1992-03-25 1995-08-15 David; Daniel Ambulatory patient health monitoring techniques utilizing interactive visual communication
US5544649A (en) * 1992-03-25 1996-08-13 Cardiomedix, Inc. Ambulatory patient health monitoring techniques utilizing interactive visual communication
US6283761B1 (en) * 1992-09-08 2001-09-04 Raymond Anthony Joao Apparatus and method for processing and/or for providing healthcare information and/or healthcare-related information
US20040107116A1 (en) * 1992-11-17 2004-06-03 Health Hero Network, Inc. Networked health information system for monitoring food intake
US5764296A (en) * 1993-05-31 1998-06-09 Samsung Electronics Co., Ltd. Resolution-variable adaptive picture compression
US5752621A (en) * 1995-03-20 1998-05-19 Eigen Technology Inc. Smart automatic medication dispenser
US6535637B1 (en) * 1997-04-04 2003-03-18 Esco Electronics, Inc. Pharmaceutical pill recognition and verification system
US7874984B2 (en) * 1998-08-28 2011-01-25 Celgene Corporation Methods for delivering a drug to a patient while preventing the exposure of a foetus or other contraindicated individual to the drug
US6484144B2 (en) * 1999-03-23 2002-11-19 Dental Medicine International L.L.C. Method and system for healthcare treatment planning and assessment
US6380858B1 (en) * 1999-12-29 2002-04-30 Becton, Dickinson And Company Systems and methods for monitoring patient compliance with medication regimens
US6988075B1 (en) * 2000-03-15 2006-01-17 Hacker L Leonard Patient-controlled medical information system and method
US20010049673A1 (en) * 2000-03-24 2001-12-06 Bridge Medical, Inc. Method and apparatus for displaying medication information
US20010056358A1 (en) * 2000-03-24 2001-12-27 Bridge Medical, Inc., Method and apparatus for providing medication administration warnings
US7692625B2 (en) * 2000-07-05 2010-04-06 Smart Technologies Ulc Camera-based touch system
US20060238549A1 (en) * 2000-07-21 2006-10-26 Sony Computer Entertainment Inc. System and method for object tracking
US20020026330A1 (en) * 2000-08-23 2002-02-28 Klein Edward E. System and method for patient medication management and compliance using a portable computing device
US7448544B1 (en) * 2000-11-16 2008-11-11 Gsl Solutions, Inc. Tracking system for individual detection of prescription orders contained within a bulk container
US7184075B2 (en) * 2000-12-15 2007-02-27 Leonard Reiffel Imaged coded data source tracking product
US20020093429A1 (en) * 2001-01-16 2002-07-18 Yoshiharu Matsushita Medication-taking confirmation support device
US6879970B2 (en) * 2001-04-02 2005-04-12 Invivodata, Inc. Apparatus and method for prediction and management of subject compliance in clinical research
US7415447B2 (en) * 2001-04-02 2008-08-19 Invivodata, Inc. Apparatus and method for prediction and management of participant compliance in clinical research
US20020143563A1 (en) * 2001-04-02 2002-10-03 Hufford Michael R. System for clinical trial subject compliance
US7395214B2 (en) * 2001-05-11 2008-07-01 Craig P Shillingburg Apparatus, device and method for prescribing, administering and monitoring a treatment regimen for a patient
US7317967B2 (en) * 2001-12-31 2008-01-08 B. Braun Medical Inc. Apparatus and method for transferring data to a pharmaceutical compounding system
US20030225325A1 (en) * 2002-03-07 2003-12-04 Siemens Artiengesellschaft Method and device for placing a patient repeatedly into the same relative position
US7908155B2 (en) * 2002-04-12 2011-03-15 Becton, Dickinson And Company System for collecting, storing, presenting and analyzing immunization data having remote stations in communication with a vaccine and disease database over a network
US7774075B2 (en) * 2002-11-06 2010-08-10 Lin Julius J Y Audio-visual three-dimensional input/output
US7657443B2 (en) * 2003-12-19 2010-02-02 Carefusion 303, Inc. Intravenous medication harm index system
US20050149361A1 (en) * 2003-12-30 2005-07-07 Saus Douglas M. System and method for preemptive determination of the potential for an atypical clinical event related to the administering of medication
US20050144150A1 (en) * 2003-12-30 2005-06-30 Shankar Ramamurthy Remote process capture, identification, cataloging and modeling
US20050182664A1 (en) * 2004-02-18 2005-08-18 Klaus Abraham-Fuchs Method of monitoring patient participation in a clinical study
US20050234381A1 (en) * 2004-03-20 2005-10-20 Guenter Niemetz Method for allowing operator entries at a medical instrument
US7627142B2 (en) * 2004-04-02 2009-12-01 K-Nfb Reading Technology, Inc. Gesture processing with low resolution images with high resolution processing for optical character recognition for a reading machine
US20050267356A1 (en) * 2004-05-28 2005-12-01 Narayanan Ramasubramanian Unified ingestion package and process for patient compliance with prescribed medication regimen
US20090018867A1 (en) * 2004-07-09 2009-01-15 Bruce Reiner Gesture-based communication and reporting system
US20060066584A1 (en) * 2004-09-30 2006-03-30 Edward Barkan Optical touch screen arrangement
US20070008112A1 (en) * 2005-06-20 2007-01-11 Edward Covannon System to monitor the ingestion of medicines
US20070008113A1 (en) * 2005-06-20 2007-01-11 Eastman Kodak Company System to monitor the ingestion of medicines
US20080201174A1 (en) * 2005-08-29 2008-08-21 Narayanan Ramasubramanian Personalized medical adherence management system
US20070233049A1 (en) * 2006-03-28 2007-10-04 Hospira, Inc. Medication administration and management system and method
US20070233050A1 (en) * 2006-03-28 2007-10-04 Hospira, Inc. Medication administration and management system and method
US20070233281A1 (en) * 2006-03-28 2007-10-04 Hospira, Inc. Medication administration and management system and method
US20070233521A1 (en) * 2006-03-28 2007-10-04 Hospira, Inc. Medication administration and management system and method
US20070233035A1 (en) * 2006-03-28 2007-10-04 Hospira, Inc. Medication administration and management system and method
US20070233520A1 (en) * 2006-03-28 2007-10-04 Hospira, Inc. Medication administration and management system and method
US7747454B2 (en) * 2006-05-06 2010-06-29 Irody, Inc. System and method for real time management of a drug regimen
US20070273504A1 (en) * 2006-05-16 2007-11-29 Bao Tran Mesh network monitoring appliance
US20080000979A1 (en) * 2006-06-30 2008-01-03 Poisner David I Method for identifying pills via an optical device
US20080114226A1 (en) * 2006-09-29 2008-05-15 Doug Music Systems and methods for user interface and identification in a medical device
US20080178126A1 (en) * 2007-01-24 2008-07-24 Microsoft Corporation Gesture recognition interactive feedback
US20100316979A1 (en) * 2007-02-26 2010-12-16 Gottfried Von Bismarck Dummy device, system and method for patient-based medication using medicinal and/or pharmaceutical and/or dietary supplement products for a patient
US20080303638A1 (en) * 2007-03-24 2008-12-11 Hap Nguyen Portable patient devices, systems, and methods for providing patient aid and preventing medical errors, for monitoring patient use of ingestible medications, and for preventing distribution of counterfeit drugs
US20100136509A1 (en) * 2007-07-02 2010-06-03 Alden Mejer System and method for clinical trial investigator meeting delivery and training including dynamic media enrichment
US20090043610A1 (en) * 2007-08-07 2009-02-12 Walgreen Co. Comprehensive medication management system
US20090048871A1 (en) * 2007-08-16 2009-02-19 Qualcomm Incorporated Mobile wireless medication management system
US20090159714A1 (en) * 2007-12-21 2009-06-25 Coyne Iii Martin M Medication Administration Tracking
US20090217194A1 (en) * 2008-02-24 2009-08-27 Neil Martin Intelligent Dashboards
US20100057646A1 (en) * 2008-02-24 2010-03-04 Martin Neil A Intelligent Dashboards With Heuristic Learning
US20100050134A1 (en) * 2008-07-24 2010-02-25 Gesturetek, Inc. Enhanced detection of circular engagement gesture
US20100042430A1 (en) * 2008-08-12 2010-02-18 Irody Inc System and method for collecting and authenticating medication consumption
US20100262436A1 (en) * 2009-04-11 2010-10-14 Chen Ying-Yu Medical information system for cost-effective management of health care
US20110021952A1 (en) * 2009-07-27 2011-01-27 Anthony Vallone Event-based health activity tracking with icon-based user interface

Cited By (51)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8781856B2 (en) 2009-11-18 2014-07-15 Ai Cure Technologies Llc Method and apparatus for verification of medication administration adherence
US9652665B2 (en) 2009-11-18 2017-05-16 Aic Innovations Group, Inc. Identification and de-identification within a video sequence
US10297030B2 (en) 2009-11-18 2019-05-21 Ai Cure Technologies Llc Method and apparatus for verification of medication administration adherence
US10297032B2 (en) 2009-11-18 2019-05-21 Ai Cure Technologies Llc Verification of medication administration adherence
US9256776B2 (en) 2009-11-18 2016-02-09 AI Cure Technologies, Inc. Method and apparatus for identification
US10303855B2 (en) 2009-12-23 2019-05-28 Ai Cure Technologies Llc Method and apparatus for verification of medication adherence
US8731961B2 (en) 2009-12-23 2014-05-20 Ai Cure Technologies Method and apparatus for verification of clinical trial adherence
US10303856B2 (en) 2009-12-23 2019-05-28 Ai Cure Technologies Llc Verification of medication administration adherence
US9454645B2 (en) 2009-12-23 2016-09-27 Ai Cure Technologies Llc Apparatus and method for managing medication adherence
US8666781B2 (en) 2009-12-23 2014-03-04 Ai Cure Technologies, LLC Method and apparatus for management of clinical trials
US10296721B2 (en) 2009-12-23 2019-05-21 Ai Cure Technology LLC Verification of medication administration adherence
US20110153361A1 (en) * 2009-12-23 2011-06-23 Al Cure Technologies LLC Method and Apparatus for Management of Clinical Trials
US9183601B2 (en) 2010-03-22 2015-11-10 Ai Cure Technologies Llc Method and apparatus for collection of protocol adherence data
US20110231202A1 (en) * 2010-03-22 2011-09-22 Ai Cure Technologies Llc Method and apparatus for collection of protocol adherence data
US9875666B2 (en) 2010-05-06 2018-01-23 Aic Innovations Group, Inc. Apparatus and method for recognition of patient activities
US9883786B2 (en) 2010-05-06 2018-02-06 Aic Innovations Group, Inc. Method and apparatus for recognition of inhaler actuation
US10262109B2 (en) 2010-05-06 2019-04-16 Ai Cure Technologies Llc Apparatus and method for recognition of patient activities when obtaining protocol adherence data
US10116903B2 (en) 2010-05-06 2018-10-30 Aic Innovations Group, Inc. Apparatus and method for recognition of suspicious activities
US9293060B2 (en) 2010-05-06 2016-03-22 Ai Cure Technologies Llc Apparatus and method for recognition of patient activities when obtaining protocol adherence data
US9486720B2 (en) 2010-10-06 2016-11-08 Ai Cure Technologies Llc Method and apparatus for monitoring medication adherence
US8605165B2 (en) 2010-10-06 2013-12-10 Ai Cure Technologies Llc Apparatus and method for assisting monitoring of medication adherence
US10149648B2 (en) 2010-10-06 2018-12-11 Ai Cure Technologies Llc Method and apparatus for monitoring medication adherence
US9844337B2 (en) 2010-10-06 2017-12-19 Ai Cure Technologies Llc Method and apparatus for monitoring medication adherence
US10257423B2 (en) 2011-02-28 2019-04-09 Aic Innovations Group, Inc. Method and system for determining proper positioning of an object
US9665767B2 (en) 2011-02-28 2017-05-30 Aic Innovations Group, Inc. Method and apparatus for pattern tracking
US9892316B2 (en) 2011-02-28 2018-02-13 Aic Innovations Group, Inc. Method and apparatus for pattern tracking
US9538147B2 (en) 2011-02-28 2017-01-03 Aic Innovations Group, Inc. Method and system for determining proper positioning of an object
US9116553B2 (en) 2011-02-28 2015-08-25 AI Cure Technologies, Inc. Method and apparatus for confirmation of object positioning
CN103718208A (en) * 2011-06-10 2014-04-09 Ai医疗科技公司 Method and apparatus for monitoring medication adherence
WO2012170973A1 (en) * 2011-06-10 2012-12-13 AI Cure Technologies, Inc. Method and apparatus for monitoring medication adherence
US20130085957A1 (en) * 2011-09-30 2013-04-04 Precision Dermatology, Inc. Method and system for automatic product replenishment
US20130110526A1 (en) * 2011-10-26 2013-05-02 Sargas Pharmaceutical Adherence and Compliance International, LLC System and method for monitoring authorization, compliance, and adherence of drug prescriptions and treatments
US9760265B2 (en) 2011-11-25 2017-09-12 Sony Corporation Information processing device and an information processing method
WO2013098851A3 (en) * 2011-12-23 2013-10-10 Vfs Global Services Pvt. Ltd. A system for processing visa applications
WO2013098851A2 (en) * 2011-12-23 2013-07-04 Vfs Global Services Pvt. Ltd. A system for processing visa applications
US10133914B2 (en) 2012-01-04 2018-11-20 Aic Innovations Group, Inc. Identification and de-identification within a video sequence
US9014427B2 (en) 2012-01-20 2015-04-21 Medsentry, Inc. Medication storage device and method
WO2013109913A1 (en) * 2012-01-20 2013-07-25 Medsentry, Inc. Medication storage device and method
US9399111B1 (en) 2013-03-15 2016-07-26 Aic Innovations Group, Inc. Method and apparatus for emotional behavior therapy
US9317916B1 (en) 2013-04-12 2016-04-19 Aic Innovations Group, Inc. Apparatus and method for recognition of medication administration indicator
US9436851B1 (en) 2013-05-07 2016-09-06 Aic Innovations Group, Inc. Geometric encrypted coded image
US10133848B1 (en) * 2013-08-05 2018-11-20 TouchStream Corp. Medication management
US10304563B1 (en) 2013-08-05 2019-05-28 TouchStream Corp. Medication management
US20180204091A1 (en) * 2013-10-02 2018-07-19 Aic Innovations Group, Inc. Method and Apparatus for Medication Identification
US9824297B1 (en) 2013-10-02 2017-11-21 Aic Innovations Group, Inc. Method and apparatus for medication identification
US20150111187A1 (en) * 2013-10-19 2015-04-23 Peter K. Loeb, JR. System and method for providing a client engagement platform to assist a client in the compliance of addiction treatment
US20150242585A1 (en) * 2014-02-21 2015-08-27 Judy SPIEGEL Method and Apparatus for Monitoring a User and Providing a Schedule for a User
US20150248539A1 (en) * 2014-02-26 2015-09-03 Raymond E. Washburn Method for reducing errors in medication administration by medical professionals and non-clinical individuals
US9977870B2 (en) 2014-06-11 2018-05-22 Aic Innovations Group, Inc. Medication adherence monitoring system and method
US9679113B2 (en) 2014-06-11 2017-06-13 Aic Innovations Group, Inc. Medication adherence monitoring system and method
US20160259911A1 (en) * 2015-03-03 2016-09-08 Danny P. Koester Automated Medication Adherence System

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