WO2006089589A1 - Procédé et systèmes rendant des informations médicales et/ou civiles concernant une personne accessibles à une tierce partie - Google Patents

Procédé et systèmes rendant des informations médicales et/ou civiles concernant une personne accessibles à une tierce partie Download PDF

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Publication number
WO2006089589A1
WO2006089589A1 PCT/EP2005/050814 EP2005050814W WO2006089589A1 WO 2006089589 A1 WO2006089589 A1 WO 2006089589A1 EP 2005050814 W EP2005050814 W EP 2005050814W WO 2006089589 A1 WO2006089589 A1 WO 2006089589A1
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WO
WIPO (PCT)
Prior art keywords
information
terminal device
data file
medical
civil
Prior art date
Application number
PCT/EP2005/050814
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English (en)
Inventor
László BENSE
Original Assignee
Bense Laszlo
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Bense Laszlo filed Critical Bense Laszlo
Priority to PCT/EP2005/050814 priority Critical patent/WO2006089589A1/fr
Publication of WO2006089589A1 publication Critical patent/WO2006089589A1/fr

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Classifications

    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H80/00—ICT specially adapted for facilitating communication between medical practitioners or patients, e.g. for collaborative diagnosis, therapy or health monitoring

Definitions

  • the present invention generally relates to a method and systems for making medical and/or civil information, stored in a data system, associated with a person accessible from a terminal device, such a cellular phone, for example via a communication system, for a third party.
  • the invention further relates to a computer program, a computer program product, and computer readable medium comprising instructions for bringing a computer or programmable device to perform such a method.
  • the travelling habits have changed during the latest years to include more frequent travels and travels to more distant destinations, which has brought the attention to the issue of personal safety, especially with regard to health care problems and problems related to health care.
  • People on travel who seek help often will have a language barrier which hampers the understanding of their needs and establishment of a quick, proper/correct medical diagnosis as well.
  • the language barrier regards not only the general but the specific information with a specific "national" nomenclature of non-interpretable character as a rule. This fact may lead to an erroneous treatment and/or increases the expenses and makes the burdens of the health care costs heavier.
  • an object of the present invention is to provide a method and systems capable of providing identifying information and/or medical information, information on economic means, insurance, information on a representative who can manage/handle some part of the emergency situation, related to a specific person in an efficient and facilitated way to a third person.
  • Another object of the present invention is to provide a method and systems for making medical and civil information associated with the specific person accessible from a terminal device.
  • Another object of the present invention is to provide a method and systems for making medical and civil information associated with the specific person accessible via a communication system.
  • Yet another object of the present invention is to substantially eliminate information barriers caused by, for example, language barriers with respect of certain medical problems at providing of the identifying information and/or medical information related to the specific person.
  • Still another object of the present invention is to present the identifying and/or medical information related to a specific person in a necessary, eligible and understandable way regardless of the information barriers.
  • a method for making medical and/or civil information the information being stored in a data system, associated with a specific person accessible from a terminal device, wherein the data system is capable of communicating with the terminal device.
  • the inventive method comprises the steps of: obtaining the medical and/or civil information in the form of digital data; creating an information data file containing the information associated with the person; storing the data file in a storing means of the data system; and creating at least one unique identification code associated with the person, wherein the code enables access to the information data file.
  • a data system for making medical and/or civil information, the information being stored in a data system, associated with a specific person accessible from a terminal device, wherein the data system is capable of communicating with the terminal device.
  • the system comprises means for obtaining medical and/or civil information in the form of digital data; means for creating an information data file containing the information; means for storing the information data file; and means for creating at least one unique identification code associated with the person, wherein the code enables access to the information data file.
  • a system for making medical and/or civil information the information being stored in a data system, associated with a specific person accessible from a terminal device, wherein the data system is capable of communicating with the terminal device.
  • the system comprises means for obtaining medical and civil information in the form of digital data; means for creating an information data file containing the medical and/or civil information; and means for creating at least one unique identification code associated with the person, wherein the code enables access to the information data file, and a database arranged to store the information data file, wherein the database is accessible from the terminal device.
  • a computer program for a data system according to the second or third aspect of the present invention comprising instructions, wMch when ran on a computer of the data system, causes the computer to perform the method according to the first aspect.
  • a computer program product comprising computer readable medium and a computer program according to the fourth aspect, wherein the computer program is stored on the computer readable medium.
  • a computer readable medium comprising instructions for bringing a programmable device to perform the method according to the first aspect of the present invention.
  • the invention is based on the idea creating a data file containing medical and/or civil information associated with a certain individual.
  • This file can be accessed by means of a unique identification code associated with the individual.
  • the file can be accessed by means of a terminal device, such as a cellular phone, either directly or indirectly via a communication system, such as a GSM network or a WCDMA network.
  • the information carrier should be marked to be found easily, for example by a LOGOTYPE. It will have information regarding phone number, or e-mail address to the service provider, providing the system according to the invention, to which the identification code shall be forwarded in order to obtain the individuals voluntarily, intentionally provided information regarding his or her health state, etc. This can also be achieved by a logo e.g.
  • PSIC especially on the direct readable card, or a special logon on the information carriers connectable to electronic service equipment, such as a terminal device.
  • a person may carry the identification code, for example, engraved on a ring, necklace, bracelet or watch, preferably on a outer surface, and thereby, for example, medical personal including paramedics is able to access medical information regarding the person using the code even if the person is unable to communicate.
  • the outer surface of the information carrier can be covered by the LOGOTYPE. If the identification code is provided on the inner surface of, for example, a ring, the finger may have to be cut off if the finger is swollen.
  • the person or individual inputs bona fide the medical and/or civil information into the data system of the service provider, which receives, handle, store and deliver the voluntarily and intentionally provided data according to a private agreement between the individual and the service provider according to laws of secretes.
  • the individual provides data, on her his own responsibility, without any non-specified restriction, regarding for his her health state, voluntarily and intentionally to the company which provides the service to receive, handle, and store those data in order to providing them in case of emergency to the care provider third party anywhere on the earth or in space.
  • This is a private agreement between the individual and the company, which provides the service to receive, handle, and store those data in order to providing them in case of emergency to the health care provider third party.
  • the information presents the actual state of health or sickness by the inversion of the process to establish the diagnosis.
  • These collected information result in the establishment of a diagnosis and upon that a treatment is introduced.
  • the presented information regarding medical data and provided/introduced treatment is the base to conclude the individuals health or sick state.
  • One advantage is that it is information regarding, e.g. the pathological picture, the medication, the identity, etc., of the person can be obtained easily and fast. Thereby, is it possible to identity a person whom is unable to communicate due to, for example, language barriers or an injury by accessing the personal data file if only the identification code associated with the person is known even if other identification means such as identification document, photos, passports, etc are lacking. Moreover, it is possible to identify a person in a fast and reliable way by accessing the file associated with the person. For example, the file may contain a photograph and/or a picture of the dental status. Accordingly, by accessing this information, the person can be identified fast and reliable even if the person is found without identification means such as identification document, photos, passports, etc.
  • Another advantage is that it is possible to enter information regarding a certain disease e.g. epilepsy, diabetes, or gout, via their medication including e.g. sugar free diet, or providing information what to be avoided because of allergy, hypersensitivity, in different languages having different alphabets.
  • a certain substance may be sold under many different names in any country and several more different names in any other country, and such information can also be input in the file. Thereby, information barriers caused by language differences can be substantially eliminated since information in the personal data file may exist in several languages and several alphabets.
  • medical personal speaking a totally different language than the patient, can obtain information whether the patient is treated by a medicine, the name of the medicine in their language and alphabet, if the patient suffers from any disease and the name of the disease in the own language and their alphabet by accessing the file associated with the patient.
  • An additional advantage is that the contents of different medical journals from different hospitals can be considered to be merged in the personal file in a fast and efficient way. Thereby, it is possible to obtain a complete clinical picture of a patient, by accessing the personal file. Accordingly, it is not necessary to access, look for, read, and interpret and understand these journals.
  • a further advantage with the present invention is that possible diagnostic mistakes due to different languages and/or different nomenclatures of diagnosis around the world can be substantially eliminated.
  • Another advantage is that health risks and expenses, indirectly both for the customer and insurer (private or state owned/tax payers), can be reduced since the time to establish a correct diagnosis and earlier introduction and duration of the proper treatment can be shortened.
  • the information contained in the information data file can be downloaded on a terminal device.
  • the information contained the information data file can be provided on a media directly readable for the naked eye, without any mechanical, electronical, optical, etc. assistance.
  • This feature is useful in environments where, for example, such assistance is of rare occurrence and expensive and/or where connection with network computer systems and/or communication networks is limited or expensive, or where electricity supply is insufficient.
  • the media, on which the information is visible for the naked eye, is also a good reminder for the individual to make him or her aware of the need for eventual update regarding a change of the medication, etc.
  • Fig. 1 is schematic diagram showing a first embodiment of the data system according to the present invention.
  • Fig. 2 is schematic diagram showing a second embodiment of the data system according to the present invention.
  • Fig. 3 is schematic diagram showing a third embodiment of the data system according to the present invention.
  • Fig. 4 schematically shows the general principles of the method according to the present invention.
  • Figs. 5a and 5b show carriers of a logo containing, for example, phone number to the service provider and identification code of a person, which code can be used for accessing an information data file containing medical and/or civil information associated with the person, and logo, respectively.
  • Fig. 6 shows the general principles for accessing the information data file or record associated with a person according to an embodiment of the present invention.
  • the system 10 comprises at least one computer 11 including means arranged to obtain, receive, handle, store and deliver medical and civil information.
  • the computer 11 comprises means for obtaining medical and civil information in the form of digital data 12, wherein the medical and civil information is associated with a specific person, means for creating an information data file containing the medical and civil information 14, means for storing the information data file 16, and means for creating at least one unique identification code associated with the person 18.
  • the obtaining means 12, the data file creating means 14 and the code creating means 18 are arranged in a processing means 20.
  • the storing means 16 comprises random access memory (TRAM) (not shown) in addition to various non- volatile memories such as read-only memory (ROM) (not shown).
  • the storing means 16 comprises a computer program 28 comprising instructions for bringing the computer 11 to perform method steps in accordance with the present invention.
  • the processing means 20 communicates with computer readable medium or storing means 16 via a standard control/address bus (not shown).
  • computer readable storage media may comprise various types of physical devices for temporary and/or persistent storage of data, which comprises solid state, magnetical, optical and combination devices.
  • the computer readable storage media may be implemented using one or more physical devices such as a hard-drive, DRAM (Dynamic Read Always Memory), PROMS (Programmable Read Only Memory), EPROMS (Erasable Programmable Read Only Memory), EEPROMS (Electrically Erasable Programmable Read Only Memory), and the like.
  • the computer readable storage media may also comprise floppy discs, CD-ROM and the like.
  • the data system 10 is arranged to communicate with a network computer system 22 comprising a public access network computer system such as the Internet, wherein the point of access thereto can be any suitable entry-point including an entry-point managed by an Internet service provider.
  • the public access network may also form part of a telecommunications system, which may itself be, for example, a cellular system or an optical network.
  • the at least one computer 11 includes communication means 24 arranged to communicate with the network computer system 22 using, for example, wireless technologies such as radiofrequency signals (e.g. Bluetooth, or LAN (Local Area Network)).
  • the communication means 24 is arranged for two-way transfer of information. Accordingly, it is possible to input information into the data system 10 and access information of the data system 10 via the communication system and/or the network computer system 22.
  • the data system may comprise several interconnected computers.
  • the computer 11 may comprise search initiating means 32 arranged to initiate a search operation in the network computer system 22 in order to identify additional information associated with the stored medical and civil information.
  • This search initiating means 32 may comprise a computer program 34 arranged to initiate and execute the search operation.
  • the search initiating means 32 may call a search function comprised in the network computer system 22, which executes the search operation, for example a search engine operating on the network computer system.
  • the search operation may identify inter alia national nomenclature of medical diagnosis, medications, and. drugs, different names on the same substance of a certain drug, the name of a disease in different languages, the spelling of a disease or drug and the included letters in different alphabets, etc.
  • a database 26 connected to the computer 11 is arranged to store the information data file.
  • the data system 101 is arranged to communicate with the network computer system 22. Accordingly, it is possible to input information into the data system 101 and the database 26 and access information of the database 26 via data system 101 and the communication system and/or the network computer system 22.
  • the at least one computer 11 includes communication means 24 arranged to communicate with the network computer system 22 using, for example, wireless technologies such as radiofrequency signals (e.g. Bluetooth, or LAN).
  • the communication means 24 is arranged for two-way transfer of information. Accordingly, it is possible to input information into the database 26 and access information of the database 26 via the communication system and/or the network computer system 22.
  • the data system may comprise several interconnected computers.
  • an identifiable, authorized person such as a doctor or a paramedic
  • a terminal device 30 arranged to communicate with the system 22.
  • the terminal device may be a mobile phone, a PDA (Personal Digital Assistant), a personal computer, or a laptop computer.
  • the person is able to input medical and civil information into the data system 10, for example, information such as information of gender, diseases, information of diet treated metabolic disorders, such a diabetes, sensivity to some food, medicine, information of medicine treatments, photographic information (e.g.
  • the person is able to communicate with the data system 10, 101 directly by means of the terminal device 30.
  • the person may use a PDA to communicate with the data system 10, 101 using radiofrequency signals, for example, spread spectrum radiofrequency signals.
  • a suitable spread spectrum protocol is Bluetooth.
  • the terminal device 30 is also able to communicate with the data system according to the first embodiment shown in Fig. 1.
  • the processing means 20 of the data system 10, 101 is arranged to receive a request for access to an information data file (20) from a terminal device (30), where request containing at least one identification code, and to determine whether the received at least one identification code is the code being associated with the information data file of the request (20). If it is determined that the received code is the code being associated with the information data file of the request, the information of the information data file can be presented using the terminal device for a user of the terminal device 30.
  • step 40 medical and civil information associated with a specific person is obtained in the form of digital data.
  • a person inputs medical and/or civil information by using a terminal device 30 connectable to the data system 10.
  • the person or individual inputs bona fide the medical and/or civil information into the data system of the service provider, which receives, handle, store and deliver the voluntarily and intentionally provided data according to a private agreement between the individual and the service provider according to laws of secretes. Accordingly, at initiation of this procedure, the person will be requested to leave a consent that the input information may be shared by a identifiable, authorized third party upon such a request provided that the third party has access to the personal identification code associated with the person. This may occur at certain circumstances, for example at an emergency situation, where the person is unable to communicate for different reasons and medical personal has access to the persons identification code.
  • the individual provides data, on her his own responsibility, without any non- specified restriction, regarding for his her health state, voluntarily and intentionally to the company which provides the service to receive, handle, and store the data in order to providing them in case of emergency to the health care provider third party anywhere on the earth or in space.
  • This is a private agreement between the individual and the company, which provides the service to receive, handle, and store the data in order to providing them in case of emergency to the health care provider third party.
  • the medical information may contain, for example, information of diseases, information of medicine treatments, information regarding dental status visualized by means of photos, (and optionally medical journals from different hospitals), etc.
  • the civil information may contain, for example, photographic information, fingerprint information, DNA information, address information, economic information, etc. It should be noted that these lists are non- exhaustive and there are a number of other pieces of information that may be included as, for example, gender, marital status.
  • the information can be in any electronic format, for example, in the form of a PDF-file, a SMS (Short Message Service) message, an MMS (Multi Media Service) message, etc.
  • a search operation is performed in the network computer system 22 communicating with the data system 10, 101 in order to identify additional information associated with the stored medical and civil information.
  • This information is also stored in the created information data file.
  • the provided generic names of the medicines are international and can be interpreted to the proper medicine names in a given country also on the proper letters of the languages in that country.
  • the search operation can be performed in accordance with conventional practice within the art.
  • an automatized updating function may also be included, which periodically performs a search function in order to update medical and/or civil pieces of information.
  • an information data file or record containing the medical and/or civil information is created.
  • the record may contain posts for medical information, identification information, address information, economic information, etc.
  • this file or record is stored in the storing means 16 or the database 26.
  • at least one unique identification code associated with the person is created.
  • the identification code may be a digit or a combination of letters and numerals. This code can be provided on a carrier such as an item that the person always carries, for example, a ring, a necklace, a watch, a bracelet, etc.
  • Figs. 5a and 5b an embodiment of an information carrier is shown.
  • a ring 56 is provided with a surface having a phone number 52, which can be used to reach the service provider handling the data system containing the personal data, and an unique identification code 54 engraved (or otherwise provided in a durable manner) thereon, see fig. 5a.
  • an unique identification code 54 engraved (or otherwise provided in a durable manner) thereon, see fig. 5a.
  • a lid 57 By closing a lid 57 the phone number 52 and the identification code 54 can be covered, see fig. 5b.
  • a LOGOTYPE 58 is engraved.
  • the LOGOTYPE can be applied on the lid by means of other means providing a long-term durability. Thereby, the information carrier will be easy to identify.
  • this solution can used for a bracelet, a watch, or a necklace, etc..
  • a request for access to an information data file of a specific person is received, for example, from a terminal device.
  • a terminal device For example, it is possible to send the request from a mobile phone by means of an SMS or from a computer by means of an e-mail.
  • the request must contain at least the identification code associated with the person and an authorization code to request the data.
  • the request may also contain, for example, information regarding which posts of the record the requester wants to access.
  • the received at least one identification code is the code being associated with the information data file of the request. This is performed in accordance with conventional practice within the art. If yes, it may be checked whether the person requesting access to the file is authorized to access the information.
  • medical personal including doctors or paramedics, may be provided with an authorization code that permits access to the information data files of a person when the person provides the medical personal with the unique code associated with said person. It should be noted that this step 64 is optional.
  • the requested information is presented on the terminal device for the identifiable, authorized requester, for example authorized care providers such as institutions, doctors, including paramedics.
  • the information is presented by means of screen image on a display device of the terminal device.
  • the information can be presented by means of an SMS, an MMS, an e-mail, etc.
  • the information is downloaded to the terminal device in the form of a PDF-file.
  • access is denied.
  • the request for access to a file of a specific person is sent from medical personal, for example, a physician when the person has been found unconscious or diseased after an accident, and accordingly unable to communicate with the medical personal. Ih this case, the person had no identifying means whatsoever, and, accordingly, the medical personal is unable to identify the person. Moreover, they are unaware whether the person has any diseases or is on a medication. However, since the person carries an information carrier, such as a bracelet, necklace, watch, or a ring marked for easier recognition with a logo and an identification code engraved as well as a phone number or an e-mail address indicating which service provider the request for data should be sent to, see for example Figs.
  • an information carrier such as a bracelet, necklace, watch, or a ring marked for easier recognition with a logo and an identification code engraved as well as a phone number or an e-mail address indicating which service provider the request for data should be sent to, see for example Figs.
  • the medical personal is able to use the identification code when sending a request to the data system 10 for access to the information data file related to the specific person. Then, the medical personal can be supplied with information identifying the specific person and also information specifying whether the person, for example, is on a medication, certain diet in order to have metabolic disturbances in balance, carrying some kind of assistant device (e.g. contact lenses that have to be removed from the eye bulbs) and the generic names of the medicines the person uses. Moreover, the information is provided in several languages in different alphabets and it is also indicated whether it exists any equivalent substances being sold under other names to the active substance of the medicine that the person usually takes. The service provider handling the data system 10 will take the necessary contacts for the injured person on the basis of the provided data to relatives, authorities, etc.
  • assistant device e.g. contact lenses that have to be removed from the eye bulbs

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  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Epidemiology (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Public Health (AREA)
  • Biomedical Technology (AREA)
  • Pathology (AREA)
  • Medical Treatment And Welfare Office Work (AREA)

Abstract

La présente invention concerne un procédé et des systèmes permettant de rendre des informations médicales et/ou civiles, associées à une personne spécifique accessibles depuis un dispositif terminal (30) et les informations étant stockées dans le système (10; 101), et le système de données (10; 101) étant capable de communiquer avec le dispositif terminal (30) directement ou indirectement par le biais d’un système informatique en réseau (22). Le procédé comprend les phases suivantes : obtention (40) des informations médicales et/ou civiles sous forme de données numériques ; création (42) d’un fichier de données d’informations contenant les informations associées à la personne ; stockage (44) du fichier de données dans un moyen de stockage (16; 26) du système de données (10; 101) ; et création (46) d’au moins un code d’identification unique associé à la personne, le code permettant d’accéder au fichier de données d’informations. De plus, l’invention concerne un programme informatique (28) pour un ordinateur (11) du système (10; 101), un produit de programme informatique comprenant un support lisible machine (16) et un programme informatique (28), ledit programme informatique (28) étant enregistré sur le support lisible machine, et un support lisible machine comprenant des instructions conduisant un dispositif programmable (11) à exécuter le procédé selon la présente invention.
PCT/EP2005/050814 2005-02-25 2005-02-25 Procédé et systèmes rendant des informations médicales et/ou civiles concernant une personne accessibles à une tierce partie WO2006089589A1 (fr)

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PCT/EP2005/050814 WO2006089589A1 (fr) 2005-02-25 2005-02-25 Procédé et systèmes rendant des informations médicales et/ou civiles concernant une personne accessibles à une tierce partie

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Application Number Priority Date Filing Date Title
PCT/EP2005/050814 WO2006089589A1 (fr) 2005-02-25 2005-02-25 Procédé et systèmes rendant des informations médicales et/ou civiles concernant une personne accessibles à une tierce partie

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Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5659741A (en) * 1995-03-29 1997-08-19 Stuart S. Bowie Computer system and method for storing medical histories using a carrying size card
WO2000077642A1 (fr) * 1999-06-12 2000-12-21 Tara Chand Singhal Procede et dispositif d'anonymat pour les systemes informatiques et les transactions sur les services
WO2001069514A2 (fr) * 2000-03-15 2001-09-20 Emedicalfiles, Inc. Systeme de gestion d'informations medicales heberge par le web
US20020055936A1 (en) * 2000-08-21 2002-05-09 Kent Ridge Digital Labs Knowledge discovery system
US6747561B1 (en) * 2000-06-20 2004-06-08 Med-Datanet, Llc Bodily worn device for digital storage and retrieval of medical records and personal identification
US20040243481A1 (en) * 2000-04-05 2004-12-02 Therics, Inc. System and method for rapidly customizing design, manufacture and/or selection of biomedical devices

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5659741A (en) * 1995-03-29 1997-08-19 Stuart S. Bowie Computer system and method for storing medical histories using a carrying size card
WO2000077642A1 (fr) * 1999-06-12 2000-12-21 Tara Chand Singhal Procede et dispositif d'anonymat pour les systemes informatiques et les transactions sur les services
WO2001069514A2 (fr) * 2000-03-15 2001-09-20 Emedicalfiles, Inc. Systeme de gestion d'informations medicales heberge par le web
US20040243481A1 (en) * 2000-04-05 2004-12-02 Therics, Inc. System and method for rapidly customizing design, manufacture and/or selection of biomedical devices
US6747561B1 (en) * 2000-06-20 2004-06-08 Med-Datanet, Llc Bodily worn device for digital storage and retrieval of medical records and personal identification
US20020055936A1 (en) * 2000-08-21 2002-05-09 Kent Ridge Digital Labs Knowledge discovery system

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