CN114388106A - Medicine consumable management information checking and analyzing system and equipment based on face recognition - Google Patents

Medicine consumable management information checking and analyzing system and equipment based on face recognition Download PDF

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Publication number
CN114388106A
CN114388106A CN202210033017.1A CN202210033017A CN114388106A CN 114388106 A CN114388106 A CN 114388106A CN 202210033017 A CN202210033017 A CN 202210033017A CN 114388106 A CN114388106 A CN 114388106A
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medicine
drug
returned
information
medicines
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CN114388106B (en
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范隆
王天龙
赵磊
尹志臣
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Beijing Geriatrics Medical Research Center
Xuanwu Hospital
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Beijing Geriatrics Medical Research Center
Xuanwu Hospital
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    • 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
    • G16H40/00—ICT 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
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02W—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO WASTEWATER TREATMENT OR WASTE MANAGEMENT
    • Y02W90/00—Enabling technologies or technologies with a potential or indirect contribution to greenhouse gas [GHG] emissions mitigation

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Abstract

The invention provides a medicine consumable management information checking and analyzing system and equipment based on face recognition, wherein the medicine consumable management information checking and analyzing system based on face recognition comprises: the face image acquisition module is used for acquiring face images of authorized medical personnel to establish an authorization database; the recording module is used for identifying the face image of the person taking the medicine, judging the qualification of taking the medicine of the person taking the medicine based on the authorization database, taking out the required medicine and simultaneously carrying out first medicine recording; the filing module is also used for recovering the empty ampoule and the residual medicine and performing second medicine filing; and the checking module is used for checking the medicine charging condition of the corresponding medicine of the patient according to the second medicine filing information. The invention is convenient for taking the medicine at any time and any place, reduces the labor cost and the workload, simultaneously reduces the risk of medicine loss, and realizes the accurate management of the medicine and consumable materials.

Description

Medicine consumable management information checking and analyzing system and equipment based on face recognition
Technical Field
The invention relates to the technical field of medicine consumable management information checking and analyzing, in particular to a medicine consumable management information checking and analyzing system and equipment based on face recognition.
Background
The management of toxic and anesthetic drugs in an operating room is a central importance, and relates to a plurality of management links such as drug distribution, verification, air security recycling, charging information verification and the like. All are currently done manually. Time and labor are wasted, the working efficiency is low, and leaks are easy to appear. All the daily operating rooms need a specially-assigned person to go to a medicine management room to receive the anesthetics, check the number of each type of medicine on the spot and sign. Collecting the poison and anesthetic box by the specially-assigned person to each operation room every day, and checking and signing by the related person. Due to the particularity of working properties, an operating room is opened for 24 hours, and faces emergency patients at any time, each large hospital has a plurality of operating areas, toxic and anesthetic medicines are taken and recovered, so that the working efficiency is seriously influenced, the workload of operators on duty is increased, and the risk of transfer and loss exists.
The number of medicines to be controlled in the perioperative period reaches more than 10, 1 to 10 operations are performed every day in each operative period, each medicine is difficult to be obtained at any time according to needs, open or semi-open management is carried out on non-strictly controlled narcotic medicines and mental medicines in most hospitals, the risk that the controlled medicines flow into the society exists, and the social consequences are seriously damaged.
The high-value consumables are expensive and need to be strictly managed, and meanwhile, the consumables need to be in an available state for 24 hours, and the strict management is also very necessary, so that the system for checking and analyzing the management information of the consumables of the medicine is particularly important.
Disclosure of Invention
The invention provides a medicine consumable management information checking and analyzing system and equipment based on face recognition, which are used for solving the problems, facilitating medicine taking at any time and any place, reducing labor cost and workload, reducing the risk of medicine loss and realizing accurate management of medicines and consumables.
The invention provides a medicine consumable management information checking and analyzing system based on face recognition, which comprises:
the face image acquisition module is used for acquiring face images of authorized medical personnel to establish an authorization database;
the recording module is used for identifying the face image of the person taking the medicine, judging the qualification of taking the medicine of the person taking the medicine based on the authorization database, taking out the required medicine and simultaneously carrying out first medicine recording;
the filing module is also used for recovering the empty ampoule and the residual medicine and performing second medicine filing;
and the checking module is used for checking the medicine charging condition of the corresponding medicine of the patient according to the second medicine filing information.
Preferably, the drug and consumable management information verification analysis system based on face recognition, wherein the verification module is connected with a charging board in an operating room information system.
Preferably, the portrait acquisition module includes:
the face recognition system comprises a face image acquisition unit, a face recognition unit and a face recognition unit, wherein the face image acquisition unit is used for acquiring face images of authorized medical personnel based on the face recognition system;
the information matching unit is used for acquiring personal information of all authorized medical personnel, matching the personal information with corresponding face images and establishing an authorized database;
and the information supplementing unit is used for changing the information of the authorization database when the authorized medical staff changes.
Preferably, the docketing module comprises:
the first verification unit is used for acquiring a first face image of a medicine taker and judging whether the medicine taker is qualified for taking a medicine or not according to the information of the authorization database;
the system comprises a requirement acquisition unit, a medicine requirement dialog box and a medicine storage box, wherein the requirement acquisition unit is used for popping up a medicine requirement dialog box when the medicine taker is determined to be qualified for taking the medicine, acquiring the required medicine information of the medicine taker and judging whether the medicine taker needs a matched medicine storage box or not;
the medicine taking-out unit is used for taking out required medicines at the medicine display position according to the information of the required medicines and directly placing the required medicines to the appointed medicine taking position when the medicine taking person does not need the medicine storage box, and carrying out first record;
when the medicine taking person needs the medicine storage box, the required medicines are placed into the storage box, the storage box is placed to the appointed medicine taking position, and meanwhile first medicine filing is carried out.
Preferably, the filing module further includes:
the second verification unit is used for selecting the specification of the recovery tank through a requirement dialog box by the drug returning person according to the specification of the returned drug ampoule bottle, acquiring a second face image of the drug returning person, determining the identity of the drug returning person, and determining a first drug record corresponding to the returned drug according to the identity information of the drug returning person;
the sorting unit is used for scanning the returned medicines, obtaining images of the returned medicines, sorting the returned medicines, and recycling empty ampoules and residual medicines;
and the recording unit is used for revising the first medicine record according to the residual medicine dosage information to obtain a second medicine record.
Preferably, the second verification unit is configured to:
when the medicine recovery area detects that medicines need to be recovered, determining whether the returned medicines have storage boxes or not, and if so, placing the recovered medicines at the continuous row of recovery grooves;
if no storage box is available, selecting the specification of a recovery tank through a demand dialog box, and placing the recovered medicine into a popped recovery tank;
after the recycled medicine is placed, acquiring a second face image of the medicine returning person based on the face recognition device;
acquiring first face images of all first medicine records corresponding to medicine takers, extracting first facial feature of the first face images, extracting second facial feature of the second face images, detecting based on the first facial feature and the second facial feature, and judging whether the second face images have corresponding matched first face images;
if the first medicine record information is matched with the first face image, the number of the first medicine record information corresponding to the matched first face image is only one, and the first medicine record information is the first medicine record corresponding to the returned medicine;
if so, but the number of the first medicine record information corresponding to the matched first face image is more than one, acquiring the returned medicine image, acquiring the digital batch number of the returned medicine based on the returned medicine image, and determining the medicine type;
acquiring all first medicine record information corresponding to the matched first face image, and screening out corresponding matched record information based on the medicine type and the dosage;
if only one matching record information exists, the matching record information is the first medicine record corresponding to the returned medicine;
if the number of the matched record information is more than one, all the first matched record information is sent to the mobile phone of the drug returning person based on a medical internet communication system, and the drug returning person determines the first drug record corresponding to the returned drug;
if not, judging whether the drug returning person is an authorized medical worker or not according to the information of the authorization database, and if not, refusing to receive the returned drug by the drug recovery area;
if the drug returning person is an authorized medical worker, the identity of the drug returning person is confirmed, the identity information of the drug returning person is sent to a filing unit, meanwhile, the digital batch number of the returned drug is obtained, and the type and the batch of the drug are determined;
screening out a third drug record of the same type of drugs in the same batch with the returned drugs from the first drug record based on the drug types and drug batches;
screening all the drug-taking persons in the same department as the drug-returning person in the third drug record according to the identity of the drug-returning person;
acquiring first operation participation information of the drug returning person, and determining a drug fetching person corresponding to second operation participation information consistent with the first operation participation information;
and determining corresponding first medicine record information as the first medicine record corresponding to the returned medicine according to the medicine taker and the first operation participation information.
Preferably, the finishing unit is configured to:
after determining a first drug record corresponding to the returned drugs, scanning the returned drugs, identifying two-dimensional codes on the surface of a storage box if the returned drugs are in a continuous row of grooves, determining the types of the recovered drugs according to the two-dimensional codes, popping up recovery frames corresponding to the returned drugs, and recovering the recovered drugs together with the storage box;
if the returned medicines are not located at the continuous discharge groove, obtaining returned medicine images, and obtaining the current appearance characteristics of all the returned medicines according to the returned medicine images;
determining the ampoule bottle shape of the returned medicine based on the medicine type and the medicine batch of the returned medicine, and acquiring standard shape characteristics;
judging whether the ampoule bottles are arranged in a first arrangement or not according to the standard shape characteristics and the current shape characteristics;
if the ampoule bottle arrangement is the first arrangement, calibrating a first placing area according to the standard special shape, calibrating the area where the rest ampoule bottles are located as a second placing area, popping up a recovery frame corresponding to the returned medicine, controlling a medicine recovery tank of the second placing area, putting the empty ampoule bottles into the recovery frame, and recovering the recovery frame;
meanwhile, controlling a medicine recovery tank of the first placement area, placing the residual medicines to a designated temporary storage position according to the corresponding medicine types, and sending the residual medicine dosage to a corresponding first medicine record;
if the ampoule bottle arrangement is not the first arrangement, determining that the ampoule bottle arrangement is the second arrangement, and determining the distribution range of the returned medicines based on the returned medicine image;
determining a first position of any one of the residual medicines according to the standard characteristics, establishing a first position coordinate axis in the distribution range by taking the first position as an origin, marking a second position of the empty ampoule bottle on the position coordinate axis, and generating a position coordinate;
establishing a position matrix of empty ampoule bottles based on the position coordinates, popping up a recovery frame corresponding to the returned medicine, passing through elements in the position matrix one by one, and putting the empty ampoule bottles into the recovery frame one by one;
acquiring a current medicine image, establishing a second position coordinate axis on the current medicine image based on the first position coordinate axis, and withdrawing the recovery frame when the positions marked in the position matrix are determined to be not provided with empty ampoule bottles;
meanwhile, the residual medicines are placed to a designated temporary storage position according to the types of the corresponding medicines, and the dosage of the residual medicines is sent to a corresponding first medicine record;
the medicines at the temporary storage position are preferentially placed to the appointed medicine taking position when the same medicine demand is received.
Preferably, the drug and consumable management information verification and analysis system based on face recognition only recovers one drug at a time.
Preferably, the checking module includes:
the medicine tracking unit is used for determining the actual use dosage of the target medicine according to the second medicine record information on the same day, acquiring the medicine distribution information corresponding to the target medicine and determining the target patient;
the charge checking unit is used for inquiring the actual charge condition of the target medicine of the target patient based on an operating room information system and checking whether the actual charge of the target medicine is consistent with the actual usage metering generation charge;
and the alarm notification unit is used for notifying a responsible physician of the target patient based on a medical internet communication system when the actual charge of the target drug is inconsistent with the actual usage metering generation charge.
The invention provides a medicine consumable management information checking and analyzing device based on face recognition, which is used for realizing the functions executed by the medicine consumable management information checking and analyzing system based on face recognition according to any one of claims 1 to 9.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
The technical solution of the present invention is further described in detail by the accompanying drawings and embodiments.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention. In the drawings:
FIG. 1 is a schematic diagram of a system for checking and analyzing consumable material management information of a medicine based on face recognition;
FIG. 2 is a schematic structural diagram of a drug consumable management information verification and analysis device based on face recognition;
FIG. 3 is a schematic structural diagram of a face image collection module of a drug consumable management information verification analysis system based on face recognition;
FIG. 4 is a schematic structural diagram of a filing module of a drug consumable management information verification analysis system based on face recognition;
FIG. 5 is a schematic structural diagram of a checking module of the consumable management information checking and analyzing system based on face recognition.
Detailed Description
The preferred embodiments of the present invention will be described in conjunction with the accompanying drawings, and it will be understood that they are described herein for the purpose of illustration and explanation and not limitation.
Example 1:
the invention provides a medicine and consumable management information checking and analyzing system based on face recognition, which comprises the following components as shown in figure 1:
the face image acquisition module is used for acquiring face images of authorized medical personnel to establish an authorization database;
the recording module is used for identifying the face image of the person taking the medicine, judging the qualification of taking the medicine of the person taking the medicine based on the authorization database, taking out the required medicine and simultaneously carrying out first medicine recording;
the filing module is also used for recovering the empty ampoule and the residual medicine and performing second medicine filing;
and the checking module is used for checking the medicine charging condition of the corresponding medicine of the patient according to the second medicine filing information.
In this embodiment, the authorization database is a database storing information of all authorized medical staff, and the authorized medical staff is medical staff qualified for taking and returning medicines identified by the system of the present invention.
In this embodiment, the first drug record includes the person taking the drug, the time of taking the drug, the location of taking the drug, and the dosage of taking the drug.
In this embodiment, the second drug record is to supplement the first drug record during drug recovery, and includes a drug returning person, a drug returning time, a drug returning place, and a drug returning amount, and the actually used dose is determined by the drug returning amount and the drug taking amount, where the drug recovery is to recover both the remaining drug and the empty ampoule used up.
In this embodiment, the medicine taking and receiving area and the face recognition area distribution of the face recognition-based medicine consumable management information checking and analyzing system are shown in fig. 2;
the medicine display area is used for storing medicines, and different medicines in the medicine display area have different lighting colors;
the face recognition area is used for checking the identities of the medicine taker and the medicine returning person;
the system comprises a demand dialog box, a display area and a display area, wherein the demand dialog box is used for inputting a medicine taking demand by a medicine taking person, and the medicine taking demand comprises the medicine taking quantity, the medicine taking type and the color of a medicine taking display area;
a medicine taking-out area for placing the taken-out medicine;
and the medicine recovery area is used for sorting returned medicines and recovering empty ampoules and residual medicines.
The beneficial effects of the technical scheme are as follows: the invention establishes an authorization database to store the information of medical staff authorized to take the medicine, is beneficial to data query when a filing module is filed, carries out first filing on the taken medicine through face recognition when the medicine is taken, is convenient to take the medicine at any time and any place, ensures the legality of taking the medicine, simultaneously recycles an empty ampoule and the residual medicine, carries out second medicine filing, reduces the labor cost and the workload, and simultaneously reduces the risk of medicine loss; the checking module checks the medicine charging condition of the corresponding medicine of the patient according to the second medicine filing information, and accurate management of the medicine and the consumable materials is achieved.
Example 2:
on the basis of the embodiment 1, the drug consumable management information checking and analyzing system based on the face recognition is provided, wherein the checking module is connected with a charging board in an operating room information system.
The beneficial effects of the technical scheme are as follows: the checking module is connected with the charging plate in the operating room information system, and the actual dosage obtained by drug recovery calculation is compared with the patient dosage information, so that the precise management of drugs and consumables is realized, and the accuracy of drug charging is also ensured.
Example 3:
on the basis of the above embodiment 1, the portrait acquisition module, as shown in fig. 3, includes:
the face recognition system comprises a face image acquisition unit, a face recognition unit and a face recognition unit, wherein the face image acquisition unit is used for acquiring face images of authorized medical personnel based on the face recognition system;
the information matching unit is used for acquiring personal information of all authorized medical personnel, matching the personal information with corresponding face images and establishing an authorized database;
and the information supplementing unit is used for changing the information of the authorization database when the authorized medical staff changes.
In this embodiment, the personal information refers to information such as name, position, department, and sex of the authorized person.
In this embodiment, the modification of the authorization database information includes deletion of the original authorized medical staff information and addition of new authorized staff information.
The beneficial effects of the technical scheme are as follows: the invention is beneficial to matching the face image of the authorized medical personnel and the personal information with the corresponding face image, establishing the authorization database, being beneficial to affirming the drug taker and the qualification to be paid, and being indeed the management of the information of the authorized personnel; meanwhile, the information supplement unit is arranged, so that the data of the authorization database can be deleted and modified conveniently when the personnel change.
Example 4:
on the basis of the above embodiment 1, as shown in fig. 4, the filing module includes:
the first verification unit is used for acquiring a first face image of a medicine taker and judging whether the medicine taker is qualified for taking a medicine or not according to the information of the authorization database;
the system comprises a requirement acquisition unit, a medicine requirement dialog box and a medicine storage box, wherein the requirement acquisition unit is used for popping up a medicine requirement dialog box when the medicine taker is determined to be qualified for taking the medicine, acquiring the required medicine information of the medicine taker and judging whether the medicine taker needs a matched medicine storage box or not;
the medicine taking-out unit is used for taking out required medicines at the medicine display position according to the information of the required medicines and directly placing the required medicines to the appointed medicine taking position when the medicine taking person does not need the medicine storage box, and carrying out first record;
when the medicine taking person needs the medicine storage box, the required medicines are placed into the storage box, the storage box is placed to the appointed medicine taking position, and meanwhile first medicine filing is carried out.
In this embodiment, the first face image is a face image of the person who has taken the medicine.
In this embodiment, the receiver size all is the same with the size of the even row groove of medicine recovery region, and this receiver is supporting with the ampoule specification that takes out the medicine simultaneously, prevents to take the in-process ampoule to appear and rock getting.
The beneficial effects of the technical scheme are as follows: according to the invention, the first face image of the person who gets the medicine is collected, and whether the person who gets the medicine has the qualification of getting the medicine is judged according to the information of the authorization database, so that the safety of medicine use is ensured; when the medicine fetching person is determined to be qualified for fetching the medicine, popping up a medicine demand dialog box, acquiring the medicine demand information of the medicine fetching person, accurately knowing the medicine demand information of a person who needs the medicine, and providing guarantee for accurately fetching the medicine; and taking out the required medicines at the medicine display positions according to the information of the required medicines, placing the required medicines to the appointed medicine taking positions, and simultaneously carrying out first medicine record, so that the taking out of the medicines and the recording and record in time are facilitated, and the responsibility tracing is facilitated.
Example 5:
on the basis of the above embodiment 1, as shown in fig. 4, the filing module further includes:
the second verification unit is used for selecting the specification of the recovery tank through a requirement dialog box by the drug returning person according to the specification (for example, 1mL, 2mL and 5mL) of the returned drug ampoule bottle, acquiring a second face image of the drug returning person, determining the identity of the drug returning person, and determining a first drug record corresponding to the returned drug according to the identity information of the drug returning person;
the sorting unit is used for scanning the returned medicines, obtaining images of the returned medicines, sorting the returned medicines, and recycling empty ampoules and residual medicines;
and the recording unit is used for revising the first medicine record according to the residual medicine dosage information to obtain a second medicine record.
In this embodiment, the second face image refers to a face image of a person who returns the medicine.
In this embodiment, the returned medicine image is a picture obtained by photographing the medicine returned by the medicine returning person. The returned medications include empty ampoules that are spent and remaining medications that have not been unsealed.
The beneficial effects of the technical scheme are as follows: the method collects the second face image of the drug returning person, determines the identity of the drug returning person, and determines the first drug record corresponding to the returned drug according to the identity information of the drug returning person, so that the accurate determination of the drug information is ensured, and meanwhile, the safe drug use is realized to a certain extent by ensuring the one-to-one correspondence between the returned drug and the taken drug; the empty ampoules and the residual medicines are recycled, so that the medicine resources are saved, and the medicine waste is reduced; the arrangement and return of the medicines saves human resources and reduces the workload of nursing staff; the first medicine record information is revised to obtain a second medicine record, and taking out and returning the medicines are recorded in time, so that responsibility pursuit is facilitated.
Example 6:
on the basis of the above embodiment 5, the second authentication unit is configured to:
when the medicine recovery area detects that medicines need to be recovered, determining whether the returned medicines have storage boxes or not, and if so, placing the recovered medicines at the continuous row of recovery grooves;
if no storage box is available, selecting the specification of a recovery tank through a demand dialog box, and placing the recovered medicine into a popped recovery tank;
after the recycled medicine is placed, acquiring a second face image of the medicine returning person based on the face recognition device;
acquiring first face images of all first medicine records corresponding to medicine takers, extracting first facial feature of the first face images, extracting second facial feature of the second face images, detecting based on the first facial feature and the second facial feature, and judging whether the second face images have corresponding matched first face images;
if the first medicine record information is matched with the first face image, the number of the first medicine record information corresponding to the matched first face image is only one, and the first medicine record information is the first medicine record corresponding to the returned medicine;
if so, but the number of the first medicine record information corresponding to the matched first face image is more than one, acquiring the returned medicine image, acquiring the digital batch number of the returned medicine based on the returned medicine image, and determining the medicine type;
acquiring all first medicine record information corresponding to the matched first face image, and screening out corresponding matched record information based on the medicine type and the dosage;
if only one matching record information exists, the matching record information is the first medicine record corresponding to the returned medicine;
if the number of the matched record information is more than one, all the first matched record information is sent to the mobile phone of the drug returning person based on a medical internet communication system, and the drug returning person determines the first drug record corresponding to the returned drug;
if not, judging whether the drug returning person is an authorized medical worker or not according to the information of the authorization database, and if not, refusing to receive the returned drug by the drug recovery area;
if the drug returning person is an authorized medical worker, the identity of the drug returning person is confirmed, the identity information of the drug returning person is sent to a filing unit, meanwhile, the digital batch number of the returned drug is obtained, and the type and the batch of the drug are determined;
screening out a third drug record of the same type of drugs in the same batch with the returned drugs from the first drug record based on the drug types and drug batches;
screening all the drug-taking persons in the same department as the drug-returning person in the third drug record according to the identity of the drug-returning person;
acquiring first operation participation information of the drug returning person, and determining a drug fetching person corresponding to second operation participation information consistent with the first operation participation information;
and determining corresponding first medicine record information as the first medicine record corresponding to the returned medicine according to the medicine taker and the first operation participation information.
In this embodiment, the first feature of the five sense organs refers to the feature of the five sense organs of the face image of the person who takes the medicine, and includes the position of the five sense organs, the distance between the five sense organs, and the like.
In this embodiment, the second feature of the five sense organs refers to the feature of the five sense organs of the face image of the medicine, including the position of the five sense organs, the distance between the five sense organs, and the like.
In this embodiment, the digital lot number of the returned drug may be used to determine the type of drug and the batch of the drug.
In this embodiment, the matched first face image is the face image of the person who got the medicine, which is the same as the face image of the person who got the medicine, that is, the person who got the medicine and the person who got the medicine are the same person.
In this embodiment, the matching record information is the first medicine record corresponding to the face image of the medicine taker, which is the same as the face image of the medicine returning person.
In this embodiment, the identity refers to the name, position, and department information of the drug exchanger.
In this embodiment, the third drug record is the first drug record corresponding to the drug to be taken of the same type as the returned drug.
In this embodiment, the first operation participation information refers to the operation start time, end time, operation duration and operation type information of the drug returning person.
In this embodiment, the second surgery participation information refers to the surgery start time, end time, surgery duration, and surgery type information in which all the drug takers in the same department as the drug returning person participate.
The beneficial effects of the technical scheme are as follows: the method comprises the steps of extracting first facial features of a first facial image by acquiring the first facial images of drug-taking persons corresponding to all first drug records, extracting second facial features of a second facial image, detecting based on the first facial features and the second facial features, judging whether the second facial image has the first facial image which is correspondingly matched, determining whether a drug returning person and the drug-taking person are the same person, and screening first drug record information under the name of the drug returning person one by one when the drug returning person and the drug-taking person are determined to be the same person until the first drug record corresponding to the returned drug is determined; when the medicine returning person and the medicine taking person are determined not to be the same person, the first medicine record corresponding to the returned medicine is determined according to the medicine returning person identity information and the operation participation information, the returned medicine is ensured to be taken out at a certain time, the medicine taking safety is ensured, and meanwhile the reliability of the medicine management method and the medicine taking system for the medicine taking is also ensured.
Example 7:
on the basis of the above embodiment 5, the collating unit is configured to:
after determining a first drug record corresponding to the returned drugs, scanning the returned drugs, identifying two-dimensional codes on the surface of a storage box if the returned drugs are in a continuous row of grooves, determining the types of the recovered drugs according to the two-dimensional codes, popping up recovery frames corresponding to the returned drugs, and recovering the recovered drugs together with the storage box;
if the returned medicines are not located at the continuous discharge groove, obtaining returned medicine images, and obtaining the current appearance characteristics of all the returned medicines according to the returned medicine images;
determining the ampoule bottle shape of the returned medicine based on the medicine type and the medicine batch of the returned medicine, and acquiring standard shape characteristics;
judging whether the ampoule bottles are arranged in a first arrangement or not according to the standard shape characteristics and the current shape characteristics;
if the ampoule bottle arrangement is the first arrangement, calibrating a first placing area according to the standard shape, calibrating the area where the rest ampoule bottles are located as a second placing area, popping up a recovery frame corresponding to the returned medicine, controlling a medicine recovery tank of the second placing area, putting the empty ampoule bottles into the recovery frame, and recovering the recovery frame;
meanwhile, controlling a medicine recovery tank of the first placement area, placing the residual medicines to a designated temporary storage position according to the corresponding medicine types, and sending the residual medicine dosage to a corresponding first medicine record;
if the ampoule bottle arrangement is not the first arrangement, determining that the ampoule bottle arrangement is the second arrangement, and determining the distribution range of the returned medicines based on the returned medicine image;
determining a first position of any one of the residual medicines according to the standard characteristics, establishing a first position coordinate axis in the distribution range by taking the first position as an origin, marking a second position of the empty ampoule bottle on the position coordinate axis, and generating a position coordinate;
establishing a position matrix of empty ampoule bottles based on the position coordinates, popping up a recovery frame corresponding to the returned medicine, passing through elements in the position matrix one by one, and putting the empty ampoule bottles into the recovery frame one by one;
acquiring a current medicine image, establishing a second position coordinate axis on the current medicine image based on the first position coordinate axis, and withdrawing the recovery frame when the positions marked in the position matrix are determined to be not provided with empty ampoule bottles;
meanwhile, the residual medicines are placed to a designated temporary storage position according to the types of the corresponding medicines, and the dosage of the residual medicines is sent to a corresponding first medicine record;
the medicines at the temporary storage position are preferentially placed to the appointed medicine taking position when the same medicine demand is received.
In this embodiment, the current appearance characteristics refer to the shape of the returned ampoule of medicine, including the ampoule being intact, the ampoule being broken, and the ampoule being broken.
In this embodiment, the standard shape feature refers to a shape of an ampoule bottle used for a medicine package corresponding to a medicine type corresponding to the returned medicine, and this shape refers to a shape of a complete ampoule bottle.
In this embodiment, the first arrangement means that the returned ampoules are arranged in order, and the empty ampoules and the remaining unopened ampoules are distributed in a concentrated manner and each occupy one end of the recovery tank.
In the present embodiment, the first placement area is an area where the remaining unopened medicines, that is, the remaining medicines are concentrated in the recovery tank when the arrangement of the returned medicines is the first arrangement.
In this embodiment, the second placement area refers to a concentrated position of the empty ampoules in the recovery tank when the arrangement of the returned medicines is the first arrangement.
In this embodiment, the accumulator is used for placing the returned medicine, and an accumulator is placed to each ampoule, and every accumulator is independent can overturn, each not influence each other.
In this embodiment, the recycling frame is a medical waste recycling frame for recycling empty ampoules, and empty ampoules of different types of medicines correspond to different recycling frames.
In this embodiment, the second arrangement refers to a disordered arrangement of the returned ampoules, i.e., the remaining ampoules are arranged in a crossed manner with respect to the empty ampoules.
In this embodiment, the distribution range refers to the number of returned medicines (including remaining medicines and empty ampoules) occupying the recovery tank, and the distribution length in the recovery tank.
In this embodiment, the first position is a position at which any one of the remaining medicine collecting grooves is stored when the arrangement of the returned medicines is the second arrangement.
In this embodiment, the first position coordinate axis is a coordinate axis which is established with the first position as an origin and only represents the left and right directions of the first position, the left of the first position is negative, the right of the first position is positive, and the distance between the centers of adjacent recovery tanks is a unit distance.
In this embodiment, the second position is the position of an empty ampoule determined from the coordinates of the first position when the arrangement of returned medications is in the second arrangement.
In this embodiment, the position coordinates refer to the coordinates of the empty ampoule determined from the first position coordinates when the arrangement of the returned medicine is the second arrangement.
In this embodiment, the position matrix refers to a matrix established according to the position coordinates and used for storing the coordinates.
In this embodiment, the current medicine image is an image of returned medicine photographed after an empty ampoule bottle is recovered according to a coordinate position in the position matrix.
In this embodiment, the second position coordinate axis refers to a same coordinate axis established on the current medicine image according to the first position coordinate axis.
In this embodiment, the temporary storage position is a storage position for temporarily storing the remaining medicine, and the types of the medicine corresponding to different positions are different.
In this embodiment, the number of recovered ampoules refers to the number of empty ampoules on the continuous row of recovery tanks.
The beneficial effects of the technical scheme are as follows: according to the method, the shape of the returned medicine ampoule bottles is determined through the medicine types and the medicine batches of the returned medicines, the standard shape characteristics are obtained, the current appearance characteristics of all the returned medicines are obtained according to the returned medicine images, the arrangement mode of the returned medicine ampoule bottles is determined according to the standard shape characteristics and the current shape characteristics, when the arrangement of the returned medicine ampoule bottles is the first arrangement, the areas where the residual medicines are located and the areas where the empty ampoule bottles are located are respectively calibrated, and corresponding recovery is carried out according to the calibration areas; when the arrangement of the returned medicine ampoules is the second arrangement, determining a first position of any one of the remaining medicines, establishing a first position coordinate axis in a distribution range by taking the first position as an origin, marking a second position of an empty ampoule on the position coordinate axis, generating position coordinates, establishing an empty ampoule position matrix based on the position coordinates, popping up recovery frames corresponding to the returned medicines, passing through elements in the position matrix one by one, putting the empty ampoules into the recovery frames one by one, and temporarily storing the remaining medicines.
Different arrangements adopt different calibration modes, the accuracy of returned medicine recovery is ensured, meanwhile, medicines are classified in the recovery process, time is saved, the workload of medical workers is reduced, the work progress is accelerated, and meanwhile, the return of the returned medicines at any time is realized by independently arranging the returned medicines.
The medicines at the temporary storage positions are preferentially placed to the appointed medicine taking positions when the same medicine demands are received, so that vacant positions are provided for recycling again, and meanwhile bulk medicines are timely processed.
The medicine recovery area is provided with the accumulator of arranging in succession, and should arrange the accumulator in succession and have supporting receiver and be convenient for medical personnel to collect empty ampoule in the art room, reduces empty ampoule and loses the probability, has also accelerated the recovery speed of empty ampoule simultaneously.
Example 8:
on the basis of the embodiment 1, the medicine consumable management information checking and analyzing system based on face recognition only recovers one medicine at a time.
The beneficial effects of the technical scheme are as follows: the invention only recovers one medicine at a time, ensures the reliability of recovery, simultaneously ensures that the corresponding medicine types are accurately obtained in the process of sorting the residual medicines, and ensures the accuracy of the temporary storage position.
Example 9:
on the basis of the foregoing embodiment 1, as shown in fig. 5, the checking module includes:
the medicine tracking unit is used for determining the actual use dosage of the target medicine according to the second medicine record information on the same day, acquiring the medicine distribution information corresponding to the target medicine and determining the target patient;
the charge checking unit is used for inquiring the actual charge condition of the target medicine of the target patient based on an operating room information system and checking whether the actual charge of the target medicine is consistent with the actual usage metering generation charge;
and the alarm notification unit is used for notifying a responsible physician of the target patient based on a medical internet communication system when the actual charge of the target drug is inconsistent with the actual usage metering generation charge.
In this embodiment, the target medicine refers to a medicine to be checked.
In this embodiment, the drug dispensing information is the destination of all checked drugs that are to be dispensed on the same day, i.e. which patient the checked drug is specifically used by.
In this embodiment, the target patient is the patient who took the target medication within the time of the check.
In this embodiment, the actual charge condition is the actual charge of the target medication charge for the target patient displayed in the operating room information system.
The beneficial effects of the technical scheme are as follows: the method and the device determine the actual usage dose of the target medicine according to the second medicine record information on the same day, acquire the medicine distribution information corresponding to the target medicine, determine the target patient, inquire the actual charge condition of the target medicine of the target patient based on an operating room information system, check whether the actual charge of the target medicine is consistent with the charge generated by actual usage metering, realize the accurate management of the medicine and the consumable, ensure the accuracy of charge, and avoid the situations of charge disorderly and wrong.
Example 10:
on the basis of the foregoing embodiment 1, the system for checking and analyzing consumable part management information of a pharmaceutical product based on face recognition further includes: the system evaluation module is used for evaluating a medicine taking delay index of the medicine consumable management information checking and analyzing system based on the face recognition, and judging whether the medicine consumable management information checking and analyzing system based on the face recognition needs system maintenance or not according to the medicine taking delay index, and comprises:
the calculating unit is used for acquiring the acquisition accuracy of the drug taker demand data of the drug consumable management information checking and analyzing system based on the face recognition, and calculating the ideal drug taking time of the drug consumable management information checking and analyzing system based on the face recognition according to the following formula:
Figure BDA0003467242170000181
wherein t represents the ideal medicine taking time of the medicine and consumable management information checking and analyzing system based on face recognition; rho represents the acquisition accuracy of the drug taker demand data of the drug consumable management information checking and analyzing system based on face recognition, and the value is [0.9,1 ]; a represents the word number of the medicine consumer demand data of the medicine consumable management information checking and analyzing system based on face recognition; alpha is alpha1Representing the data receiving rate required by the medicine taker; alpha is alpha2Representing the data processing rate required by the medicine taker; t isaRepresenting the face identification of the person who gets the medicine to check the time of qualification of getting the medicine; t isbRepresenting the acquisition time of a single medicine; n represents the medicine taking dose of a medicine taking person, and the disposable medicine taking dose is 50 at most;
a comparing unit, configured to calculate an ideal medicine taking time of the face recognition-based consumable part management information verification analysis system, and a medicine taking delay index of the face recognition-based consumable part management information verification analysis system according to the following formula:
Figure BDA0003467242170000182
wherein tau represents a medicine taking delay index of the medicine and consumable management information checking and analyzing system based on face recognition; sigma represents an aging factor of the medicine taking equipment connected with the medicine and consumable management information checking and analyzing system based on the face recognition, and the value is (0, 0.3); t represents the actual medicine taking time of the medicine taking person who takes the medicine by adopting the face recognition-based medicine and consumable management information checking and analyzing system;
when the medicine taking delay index tau of the medicine consumable management information checking and analyzing system based on the face recognition is larger than a preset delay index, sending a system maintenance notice to a manager of the medicine consumable management information checking and analyzing system based on the face recognition based on a medical network communication system;
otherwise, continuously detecting the medicine taking delay index of the medicine and consumable management information checking and analyzing system based on the face recognition.
In this embodiment, when ρ is 0.95, a is 15, α1＝α1＝5Gbps，Ta＝1s，TbAnd if the number of the medicine is 50s and N is 10, adopting the medicine and consumable management information checking and analyzing system based on face recognition to check and analyze the ideal medicine taking time t of the medicine taking person of the enterprise to take the medicine is 73 s.
In this embodiment, when T is 85s and σ is 0.1, the medicament taking delay index τ of the face recognition-based consumable part management information verification and analysis system is 18%.
The beneficial effects of the technical scheme are as follows: the medicine taking delay index of the medicine consumable management information checking and analyzing system based on the face recognition is evaluated, and whether the medicine consumable management information checking and analyzing system based on the face recognition needs system maintenance or not is judged according to the medicine taking delay index, so that system problems can be found timely, medicine taking time is shortened, and medicine taking speed is increased.
Example 11:
the invention provides a medicine consumable management information checking and analyzing device based on face recognition, which is used for realizing the functions executed by the medicine consumable management information checking and analyzing system based on face recognition according to any one of claims 1 to 9.
The beneficial effects of the technical scheme are as follows: the invention establishes an authorization database to store the information of medical staff authorized to take the medicine, is beneficial to data query when a filing module is filed, carries out first filing on the taken medicine through face recognition when the medicine is taken, is convenient to take the medicine at any time and any place, ensures the legality of taking the medicine, simultaneously recycles an empty ampoule and the residual medicine, carries out second medicine filing, reduces the labor cost and the workload, and simultaneously reduces the risk of medicine loss; and checking the medicine charging condition of the corresponding medicine of the patient according to the second medicine filing information, thereby realizing the accurate management of the medicine and the consumable materials.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.

Claims (10)

1. A drug consumable management information verification analysis system based on face recognition is characterized by comprising:
the face image acquisition module is used for acquiring face images of authorized medical personnel to establish an authorization database;
the recording module is used for identifying the face image of the person taking the medicine, judging the qualification of taking the medicine of the person taking the medicine based on the authorization database, taking out the required medicine and simultaneously carrying out first medicine recording;
the filing module is also used for recovering the empty ampoule and the residual medicine and performing second medicine filing;
and the checking module is used for checking the medicine charging condition of the corresponding medicine of the patient according to the second medicine filing information.
2. The system for checking and analyzing consumable part management information of medicine based on face recognition as claimed in claim 1, wherein: the checking module is connected with a charging board in an operating room information system.
3. The system for checking and analyzing consumable pharmaceutical management information based on face recognition as claimed in claim 1, wherein the face image collecting module comprises:
the face recognition system comprises a face image acquisition unit, a face recognition unit and a face recognition unit, wherein the face image acquisition unit is used for acquiring face images of authorized medical personnel based on the face recognition system;
the information matching unit is used for acquiring personal information of all authorized medical personnel, matching the personal information with corresponding face images and establishing an authorized database;
and the information supplementing unit is used for changing the information of the authorization database when the authorized medical staff changes.
4. The system for checking and analyzing consumable part management information based on human face recognition according to claim 1, wherein the filing module comprises:
the first verification unit is used for acquiring a first face image of a medicine taker and judging whether the medicine taker is qualified for taking a medicine or not according to the information of the authorization database;
the system comprises a requirement acquisition unit, a medicine requirement dialog box and a medicine storage box, wherein the requirement acquisition unit is used for popping up a medicine requirement dialog box when the medicine taker is determined to be qualified for taking the medicine, acquiring the required medicine information of the medicine taker, and meanwhile judging whether the medicine taker needs a matched medicine storage box or not;
the medicine taking-out unit is used for taking out required medicines at the medicine display position according to the information of the required medicines and directly placing the required medicines to the appointed medicine taking position when the medicine taking person does not need the medicine storage box, and carrying out first record;
when the medicine taking person needs the medicine storage box, the required medicines are placed into the storage box, the storage box is placed to the appointed medicine taking position, and meanwhile first medicine filing is carried out.
5. The system for checking and analyzing consumable part management information of medicine based on face recognition according to claim 1, wherein: the filing module further comprises:
the second verification unit is used for selecting the specification of the recovery tank through a requirement dialog box by the drug returning person according to the specification of the returned drug ampoule bottle, acquiring a second face image of the drug returning person, determining the identity of the drug returning person, and determining a first drug record corresponding to the returned drug according to the identity information of the drug returning person;
the sorting unit is used for scanning the returned medicines, obtaining images of the returned medicines, sorting the returned medicines, and recycling empty ampoules and residual medicines;
and the recording unit is used for revising the first medicine record according to the residual medicine dosage information to obtain a second medicine record.
6. The system for checking and analyzing consumable part management information of medicine based on human face recognition according to claim 5, wherein the second verification unit is configured to:
when the medicine recovery area detects that medicines need to be recovered, determining whether the returned medicines have storage boxes or not, and if so, placing the recovered medicines to the continuous row recovery groove;
if no storage box is available, selecting the specification of a recovery tank through a demand dialog box, and placing the recovered medicine into a popped recovery tank;
after the recycled medicine is placed, acquiring a second face image of the medicine returning person based on the face recognition device; acquiring first face images of all first medicine records corresponding to medicine takers, extracting first facial feature of the first face images, extracting second facial feature of the second face images, detecting based on the first facial feature and the second facial feature, and judging whether the second face images have corresponding matched first face images;
if the first medicine record information is matched with the first face image, the number of the first medicine record information corresponding to the matched first face image is only one, and the first medicine record information is the first medicine record corresponding to the returned medicine;
if so, but the number of the first medicine record information corresponding to the matched first face image is more than one, acquiring the returned medicine image, acquiring the digital batch number of the returned medicine based on the returned medicine image, and determining the medicine type;
acquiring all first medicine record information corresponding to the matched first face image, and screening out corresponding matched record information based on the medicine type and the dosage;
if only one matching record information exists, the matching record information is the first medicine record corresponding to the returned medicine;
if the number of the matched record information is more than one, all the first matched record information is sent to the mobile phone of the drug returning person based on a medical internet communication system, and the drug returning person determines the first drug record corresponding to the returned drug;
if not, judging whether the drug returning person is an authorized medical worker or not according to the information of the authorization database, and if not, refusing to receive the returned drug by the drug recovery area;
if the drug returning person is an authorized medical worker, the identity of the drug returning person is confirmed, the identity information of the drug returning person is sent to a filing unit, meanwhile, the digital batch number of the returned drug is obtained, and the type and the batch of the drug are determined;
screening out a third drug record of the same type of drugs in the same batch with the returned drugs from the first drug record based on the drug types and drug batches;
screening all the drug-taking persons in the same department as the drug-returning person in the third drug record according to the identity of the drug-returning person;
acquiring first operation participation information of the drug returning person, and determining a drug fetching person corresponding to second operation participation information consistent with the first operation participation information;
and determining corresponding first medicine record information as the first medicine record corresponding to the returned medicine according to the medicine taker and the first operation participation information.
7. The system for checking and analyzing consumable part management information of medicine based on human face recognition according to claim 5, wherein the sorting unit is configured to:
after determining a first drug record corresponding to the returned drugs, scanning the returned drugs, identifying two-dimensional codes on the surface of a storage box if the returned drugs are in a continuous row of grooves, determining the types of the recovered drugs according to the two-dimensional codes, popping up recovery frames corresponding to the returned drugs, and recovering the recovered drugs together with the storage box;
if the returned medicines are not located at the continuous discharge groove, obtaining returned medicine images, and obtaining the current appearance characteristics of all the returned medicines according to the returned medicine images;
determining the ampoule bottle shape of the returned medicine based on the medicine type and the medicine batch of the returned medicine, and acquiring standard shape characteristics;
judging whether the ampoule bottles are arranged in a first arrangement or not according to the standard shape characteristics and the current shape characteristics;
if the ampoule bottle arrangement is the first arrangement, calibrating a first placing area according to the standard shape characteristics, calibrating the area where the rest ampoule bottles are located as a second placing area, popping up a recovery frame corresponding to the returned medicine, controlling a medicine recovery groove of the second placing area, putting the empty ampoule bottles into the recovery frame, and recovering the recovery frame;
meanwhile, controlling a medicine recovery tank of the first placement area, placing the residual medicines to a designated temporary storage position according to the corresponding medicine types, and sending the residual medicine dosage to a corresponding first medicine record;
if the ampoule bottle arrangement is not the first arrangement, determining that the ampoule bottle arrangement is the second arrangement, and determining the distribution range of the returned medicines based on the returned medicine image;
determining a first position of any one of the residual medicines according to the standard characteristics, establishing a first position coordinate axis in the distribution range by taking the first position as an origin, marking a second position of the empty ampoule bottle on the position coordinate axis, and generating a position coordinate;
establishing a position matrix of empty ampoule bottles based on the position coordinates, popping up a recovery frame corresponding to the returned medicine, passing through elements in the position matrix one by one, and putting the empty ampoule bottles into the recovery frame one by one;
acquiring a current medicine image, establishing a second position coordinate axis on the current medicine image based on the first position coordinate axis, and withdrawing the recovery frame when the positions marked in the position matrix are determined to be not provided with empty ampoule bottles;
meanwhile, the residual medicines are placed to a designated temporary storage position according to the types of the corresponding medicines, and the dosage of the residual medicines is sent to a corresponding first medicine record;
the medicines at the temporary storage position are preferentially placed to the appointed medicine taking position when the same medicine demand is received.
8. The system for checking and analyzing consumable part management information of medicine based on human face recognition as claimed in claim 5, wherein: the medicine consumable management information checking and analyzing system based on face recognition only recovers one medicine at a time.
9. The system for checking and analyzing consumable part management information of medicine based on face recognition as claimed in claim 1, wherein: the verification module comprises:
the medicine tracking unit is used for determining the actual use dosage of the target medicine according to the second medicine record information on the same day, acquiring the medicine distribution information corresponding to the target medicine and determining the target patient;
the charge checking unit is used for inquiring the actual charge condition of the target medicine of the target patient based on an operating room information system and checking whether the actual charge of the target medicine is consistent with the actual usage metering generation charge;
and the alarm notification unit is used for notifying a responsible physician of the target patient based on a medical internet communication system when the actual charge of the target drug is inconsistent with the actual usage metering generation charge.
10. A face recognition-based drug consumable management information verification analysis device for implementing the functions performed by the face recognition-based drug consumable management information verification analysis system of any one of claims 1 to 9.
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