CN115881258A - Medical care system based on face recognition - Google Patents

Abstract

The invention discloses a medical care system based on face recognition, which comprises a server terminal, a server terminal processing module, a server terminal branch, a face input template, a face detection module, a face recognition module, a doctor-patient data input module, a doctor-patient data acquisition module, a doctor-patient data change module and a mobile terminal, wherein the face detection module is used for detecting face information of a patient; the server terminal comprises a database, wherein the database is used for storing face data, patient condition data and doctor identity information; the server terminal processing module is used for cleaning data in the server terminal, preventing data congestion of the server terminal and ensuring effectiveness of obtaining internal information of the database. According to the invention, by arranging the server terminal processing module, the data in the server terminal can be cleaned, the data congestion of the server terminal is prevented, and the effectiveness of the information acquisition in the database is ensured, so that the data acquisition efficiency is improved.

Description

Medical care communication system based on face recognition

technical field

The invention belongs to the technical field of medical and nursing communication, and in particular relates to a medical and nursing communication system based on face recognition.

Background technique

In recent years, in the medical field, with the continuous emergence and maturity of the Internet, the Internet of Things and big data technologies, the concept of digital hospitals has begun to be applied in the medical field, enabling the establishment of new medical and nursing communication systems. In the medical and nursing communication system, doctors or nurses can use mobile medical terminals, such as tablet computers, to manage patient information, or to monitor and evaluate the treatment and nursing process of patients by doctors or nurses; The mobile medical terminal with medical care software communicates with nurses or doctors about their condition, and the mobile medical terminal can also transmit doctor-patient data to the server for statistics, analysis and processing.

For example, the authorized announcement number is CN110660472A, which discloses a hospital management early warning system based on face recognition technology and its method, including a nurse station information processing platform for collecting patient information, and extracting corresponding faces according to face image modeling. Features; portrait big data platform, including database, used to store patient information and face information; ward monitoring and fortification platform, used to collect the faces of patients entering and leaving the ward, and control patients entering and leaving the ward according to the database. A hospital management early warning method based on face recognition technology includes entering the face image of the patient, extracting the corresponding face features; integrating and storing the patient data; collecting the face of the patient entering and leaving the ward, and comparing it with the database to control the patient. In and out of the ward; although it has realized the application of face recognition technology in ward management, it can effectively control the inpatients going out, and give early warning when they go out, which can effectively make up for the shortage of medical staff and greatly improve the internal operation efficiency of the hospital. , saving manpower and material resources, but it does not solve the existing problems of the existing medical care communication system based on face recognition: due to the huge amount of data uploaded to the server in daily medical work, it is easy to cause data congestion or even data loss. It is a technical problem to be solved urgently to slow down the data congestion flowing to the server while obtaining the status information of medical terminals and IoT devices; in addition, when doctors diagnose patients, it is inconvenient for them to explain the patient's condition without the patient's introduction. At the same time, it is inconvenient to carry out accurate treatment according to the last treatment effect, which reduces the treatment rate. For this reason, we propose a medical and nursing communication system based on face recognition.

Contents of the invention

The purpose of the present invention is to provide a face recognition-based medical care communication system to solve the problems raised in the above-mentioned background technology.

In order to achieve the above object, the present invention provides the following technical solutions: a face recognition-based medical care communication system, including a server terminal, a server terminal processing module, a server terminal branch, a face entry template, a face detection module, a face recognition module, a medical Patient data entry module, doctor-patient data acquisition module, doctor-patient data change module and mobile terminal;

The server terminal includes a database, and the database is used to store face data, patient's condition data and doctor's identity information;

The server terminal processing module is used to clean up the data inside the server terminal, prevent data congestion of the server terminal, and ensure the validity of information acquisition inside the database;

The server terminal branch is connected to the server terminal, and the server terminal branch is set in the department corresponding to the doctor;

The face entry template is used to enter the face data of the patient, and store the face data of the entered patient into the database;

The human face detection module is used to detect human face information, and demarcate key point positions, and the key point positions include eye positions, nose positions and mouth corner positions;

The face recognition module is used to compare the acquired face information with the face data in the database to identify its identity information;

The doctor-patient data entry module is used to enter the patient's condition information, and store the correspondence between the patient's condition and the patient's identity information in the database;

The doctor-patient data acquisition module is used to acquire the patient's condition information corresponding to the identity information identified by the face recognition module;

The doctor-patient data change module is used to replace the patient's condition information in real time, and store the changed patient's condition information in the database;

The mobile terminal is used to connect with the server terminal to obtain the patient's condition information in the database.

Preferably, the server terminal processing module includes a plurality of terminal processing main boards, each of the terminal processing main boards includes at least one RF module, the server terminal branch is coupled to the RF module, and the server terminal branch passes through the The RF module reads the doctor-patient data in the database;

The data receiving module is coupled with the server terminal branch and the data shell, and is used to receive the doctor-patient data; the data receiving module is also used to send a device status acquisition request to the server terminal to trigger the server terminal Sending device status information to the data receiving module, where the device status information includes status information of the server terminal or status information of a processor in the server terminal.

Preferably, each of the terminal processing motherboards further includes a first motherboard and a second motherboard that are separated from each other, and the processor includes a first processor arranged on the first motherboard and a first processor arranged on the second motherboard. Two processors, the at least one RF module is arranged on the second motherboard and coupled to the second processor; the state information of the processor in the server terminal includes the first processor and the second processor The state information of the device is transmitted to the server terminal via the network.

Preferably, the face detection module includes an LHP feature extraction unit, a face classifier training unit, and a key point location unit; the face recognition module includes a face scale normalization unit, a face recognition model training unit; The human face scale normalization unit is used for face detection in a picture, and after the eyes, nose tip and mouth corners are calibrated for the detected face, the portrait area in the photo is extracted, and the eye position is horizontalized, using The differential weighting method normalizes the face size.

Preferably, the mobile terminal includes a wireless communication unit, a main controller and an emergency call button, the wireless communication unit is coupled to the main controller, and the main controller is used to communicate with the server through the wireless communication unit The terminal performs data transmission, the emergency call button is coupled with the server terminal through a communication cable, and is used to generate an emergency call signal when triggered, and output the emergency call signal to the server terminal, so that the server The terminal outputs an alarm signal.

Preferably, the medical care communication system also includes an out-of-hospital patient management module, the out-of-hospital patient management module is used to manage out-of-hospital patients, so that out-of-hospital patients can return to the hospital for follow-up visits in time, and the HIS data is processed by a unique algorithm to automatically push patients to follow-up visit reminders. The follow-up reminder includes follow-up items, follow-up significance and precautions, and the follow-up rate and recovery rate will be counted later.

Preferably, the medical care communication system also includes a disease knowledge publicity module, which is used to provide common clinical disease data in departments, combined with hospital information, to provide patients with basic disease knowledge and rehabilitation nursing guidance, instead of admission, Discharge missionary work.

Preferably, the Yinutong system also includes a curative effect management module, which is used to track the recovery process, guide and manage the patient's recovery process, specifically including medication reminders and drug efficacy feedback, postoperative rehabilitation guidance and healing Feedback, chronic disease life care and long-term condition monitoring.

Preferably, the medical care communication system also includes an academic communication module, which is used to strengthen academic communication and improve the technical level. The system saves and uploads typical cases and intractable diseases encountered in work to the cloud, so that Doctors can view it anytime and anywhere. Through case sharing, doctors can learn from the wisdom of many fellow doctors, share their experience in seeing a doctor, and improve their professional skills.

Compared with prior art, the beneficial effect of the present invention is:

(1) The present invention can clear up the data inside the server terminal by setting the server terminal processing module, prevent the data congestion of the server terminal, ensure the validity of information acquisition inside the database, thereby improving the data acquisition efficiency.

(2) The present invention enters the face data of the patient through the face entry template, and enters the patient's condition information through the doctor-patient data entry module. When the patient needs to see a doctor next time, the face detection module and the face The identification module identifies the patient's identity, and according to the patient's identity, obtains the patient's condition information corresponding to the identified identity information through the doctor-patient data acquisition module, so that the doctor can quickly understand the patient's specific situation and facilitate timely diagnosis and treatment. Prescribing the right medicine will help improve the efficiency of treatment. In addition, by setting up a doctor-patient data change module, after a patient undergoes a treatment, the patient's condition information can be updated in time to prevent the occurrence of condition errors.

Description of drawings

Fig. 1 is a structural block diagram of the present invention.

Detailed ways

The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

Example 1

Please refer to Fig. 1, the present invention provides a technical solution: a face recognition-based medical care communication system, including a server terminal, a server terminal processing module, a server terminal branch, a face entry template, a face detection module, a face recognition module, Doctor-patient data input module, doctor-patient data acquisition module, doctor-patient data change module and mobile terminal;

The server terminal includes a database, and the database is used to store face data, patient's condition data and doctor's identity information;

The server terminal processing module is used to clean up the data inside the server terminal, prevent data congestion of the server terminal, and ensure the validity of information acquisition inside the database;

The server terminal branch is connected to the server terminal, and the server terminal branch is set in the department corresponding to the doctor;

The face entry template is used to enter the face data of the patient, and store the face data of the entered patient into the database;

The human face detection module is used to detect human face information, and demarcate key point positions, and the key point positions include eye positions, nose positions and mouth corner positions;

The face recognition module is used to compare the acquired face information with the face data in the database to identify its identity information;

The doctor-patient data entry module is used to enter the patient's condition information, and store the correspondence between the patient's condition and the patient's identity information in the database;

The doctor-patient data acquisition module is used to acquire the patient's condition information corresponding to the identity information identified by the face recognition module;

The doctor-patient data change module is used to replace the patient's condition information in real time, and store the changed patient's condition information in the database;

The mobile terminal is used to connect with the server terminal to obtain the patient's condition information in the database.

In this embodiment, preferably, the server terminal processing module includes a plurality of terminal processing main boards, each of the terminal processing main boards includes at least one RF module, the server terminal branch is coupled to the RF module, and the server The terminal branch reads the doctor-patient data in the database through the RF module;

The data receiving module is coupled with the server terminal branch and the data shell, and is used to receive the doctor-patient data; the data receiving module is also used to send a device status acquisition request to the server terminal to trigger the server terminal Sending device status information to the data receiving module, where the device status information includes status information of the server terminal or status information of a processor in the server terminal.

In this embodiment, preferably, each of the terminal processing main boards further includes a first main board and a second main board that are separated from each other, and the processor includes a first processor disposed on the first main board and a first processor disposed on the The second processor of the second main board, the at least one RF module is arranged on the second main board and coupled to the second processor; the state information of the processor in the server terminal includes the first processing state information of the device and the second processor, and the device state information is transmitted to the server terminal via a network.

In this embodiment, preferably, the face detection module includes an LHP feature extraction unit, a face classifier training unit, and a key point positioning unit; the face recognition module includes a face scale normalization unit, a face recognition Model training unit; the human face scale normalization unit is used for face detection in a picture, and after marking the eyes, nose tip and corners of the mouth to the detected human face, extract the portrait area in the photo, and make the eyes Bit leveling, using the differential weighting method to normalize the size of the face.

In this embodiment, preferably, the mobile terminal includes a wireless communication unit, a main controller and an emergency call button, the wireless communication unit is coupled to the main controller, and the main controller is used for communicating via the wireless The unit performs data transmission with the server terminal, the emergency call button is coupled to the server terminal through a communication cable, and is used to generate an emergency call signal when triggered, and output the emergency call signal to the server terminal , so that the server terminal outputs an alarm signal.

In this embodiment, preferably, the medical care communication system also includes an out-of-hospital patient management module, the out-of-hospital patient management module is used to manage out-of-hospital patients, so that out-of-hospital patients can return to the hospital for follow-up visits in time, and the HIS data is processed by a unique algorithm to automatically push patients Follow-up reminder, the follow-up reminder includes follow-up items, follow-up significance and precautions, and the follow-up rate and recovery rate will be counted later.

In this embodiment, preferably, the medical care communication system further includes a disease knowledge publicity module, the disease common knowledge publicity module is used to provide common clinical disease data in departments, combined with hospital information, to provide patients with basic disease knowledge and rehabilitation nursing guidance , instead of personnel admission and discharge missions.

In this embodiment, preferably, the medical care communication system further includes a curative effect management module, which is used to track the rehabilitation process, guide and manage the recovery process of patients, specifically including medication reminders, drug curative effect feedback, surgical Post-rehabilitation guidance and healing feedback, chronic disease life care and long-term condition monitoring.

In this embodiment, preferably, the medical care communication system further includes an academic communication module, which is used to strengthen academic communication and improve the technical level, and the system saves typical cases and intractable diseases encountered in work And upload it to the cloud, so that doctors can view it anytime and anywhere. Through case sharing, doctors can learn from the wisdom of many fellow doctors, share their experience in seeing a doctor, and improve their professional skills.

Example 2

Example 1

Please refer to Fig. 1, the present invention provides a technical solution: a face recognition-based medical care communication system, including a server terminal, a server terminal processing module, a server terminal branch, a face entry template, a face detection module, a face recognition module, Doctor-patient data input module, doctor-patient data acquisition module, doctor-patient data change module and mobile terminal;

The server terminal includes a database, and the database is used to store face data, patient's condition data and doctor's identity information;

The server terminal processing module is used to clean up the data inside the server terminal, prevent data congestion of the server terminal, and ensure the validity of information acquisition inside the database;

The server terminal branch is connected to the server terminal, and the server terminal branch is set in the department corresponding to the doctor;

The face entry template is used to enter the face data of the patient, and store the face data of the entered patient into the database;

The human face detection module is used to detect human face information, and demarcate key point positions, and the key point positions include eye positions, nose positions and mouth corner positions;

The face recognition module is used to compare the acquired face information with the face data in the database to identify its identity information;

The doctor-patient data entry module is used to enter the patient's condition information, and store the correspondence between the patient's condition and the patient's identity information in the database;

The doctor-patient data acquisition module is used to acquire the patient's condition information corresponding to the identity information identified by the face recognition module;

The doctor-patient data change module is used to replace the patient's condition information in real time, and store the changed patient's condition information in the database;

The mobile terminal is used to connect with the server terminal to obtain the patient's condition information in the database.

In this embodiment, preferably, the server terminal processing module includes a plurality of terminal processing main boards, each of the terminal processing main boards includes at least one RF module, the server terminal branch is coupled to the RF module, and the server The terminal branch reads the doctor-patient data in the database through the RF module;

The data receiving module is coupled with the server terminal branch and the data shell, and is used to receive the doctor-patient data; the data receiving module is also used to send a device status acquisition request to the server terminal to trigger the server terminal Sending device status information to the data receiving module, where the device status information includes status information of the server terminal or status information of a processor in the server terminal.

In this embodiment, preferably, each of the terminal processing main boards further includes a first main board and a second main board that are separated from each other, and the processor includes a first processor disposed on the first main board and a first processor disposed on the The second processor of the second main board, the at least one RF module is arranged on the second main board and coupled to the second processor; the state information of the processor in the server terminal includes the first processing state information of the device and the second processor, and the device state information is transmitted to the server terminal via a network.

In this embodiment, preferably, the medical care communication system further includes a curative effect management module, which is used to track the rehabilitation process, guide and manage the recovery process of patients, specifically including medication reminders, drug curative effect feedback, surgical Post-rehabilitation guidance and healing feedback, chronic disease life care and long-term condition monitoring.

The principle and advantages of the present invention: by setting the server terminal processing module, the present invention can clean up the data inside the server terminal, prevent the data congestion of the server terminal, ensure the validity of information acquisition inside the database, thereby improving the efficiency of data acquisition; The face entry template enters the patient's face data, and the patient's condition information is entered through the doctor-patient data entry module. When the patient needs to see a doctor next time, the face detection module and the face recognition module are used to identify the patient's According to the patient's identity, the patient's condition information corresponding to the identified identity information can be obtained through the doctor-patient data acquisition module, so that the doctor can quickly understand the specific situation of the patient, and it is convenient to prescribe the right medicine in time, which is conducive to improving The efficiency of treatment, in addition, by setting up the doctor-patient data change module, after the patient undergoes a treatment, the patient's condition information can be updated in time to prevent the occurrence of condition errors.

Although the embodiments of the present invention have been shown and described, those skilled in the art can understand that various changes, modifications and substitutions can be made to these embodiments without departing from the principle and spirit of the present invention. and modifications, the scope of the invention is defined by the appended claims and their equivalents.

Claims (9)

1. The medical care communication system based on face recognition is characterized in that it includes a server terminal, a server terminal processing module, a server terminal branch, a face entry template, a face detection module, a face recognition module, a doctor-patient data entry module, a doctor-patient Patient data acquisition module, doctor-patient data change module and mobile terminal; The server terminal includes a database, and the database is used to store face data, patient's condition data and doctor's identity information; The server terminal processing module is used to clean up the data inside the server terminal, prevent data congestion of the server terminal, and ensure the validity of information acquisition inside the database; The server terminal branch is connected to the server terminal, and the server terminal branch is set in the department corresponding to the doctor; The face entry template is used to enter the face data of the patient, and store the face data of the entered patient into the database; The human face detection module is used to detect human face information, and demarcate key point positions, and the key point positions include eye positions, nose positions and mouth corner positions; The face recognition module is used to compare the acquired face information with the face data in the database to identify its identity information; The doctor-patient data entry module is used to enter the patient's condition information, and store the correspondence between the patient's condition and the patient's identity information in the database; The doctor-patient data acquisition module is used to acquire the patient's condition information corresponding to the identity information identified by the face recognition module; The doctor-patient data change module is used to replace the patient's condition information in real time, and store the changed patient's condition information in the database; The mobile terminal is used to connect with the server terminal to obtain the patient's condition information in the database. 2. The medical care communication system based on face recognition according to claim 1, characterized in that: the server terminal processing module includes a plurality of terminal processing main boards, and each of the terminal processing main boards includes at least one RF module, the The server terminal branch is coupled to the RF module, and the server terminal branch reads the doctor-patient data in the database through the RF module; The data receiving module is coupled with the server terminal branch and the data shell, and is used to receive the doctor-patient data; the data receiving module is also used to send a device status acquisition request to the server terminal to trigger the server terminal Sending device status information to the data receiving module, where the device status information includes status information of the server terminal or status information of a processor in the server terminal. 3. The medical care system based on face recognition according to claim 2, characterized in that: each of the terminal processing main boards also includes a first main board and a second main board separated from each other, and the processor includes a The first processor of the first motherboard and the second processor arranged on the second motherboard, the at least one RF module is arranged on the second motherboard and coupled with the second processor; the server The state information of the processors in the terminal includes state information of the first processor and the second processor, and the device state information is transmitted to the server terminal via a network. 4. the medical care communication system based on face recognition according to claim 1, is characterized in that: said face detection module comprises LHP feature extraction unit, face classifier training unit, key point location unit; The recognition module includes a human face scale normalization unit and a human face recognition model training unit; the human face scale normalization unit is used for face detection in a picture, and the detected human face is marked with eyes, nose tip and After the corner of the mouth, the portrait area in the photo is extracted, and the eye position is horizontalized, and the face size is normalized by the differential weighting method. 5. The medical care communication system based on face recognition according to claim 1, characterized in that: the mobile terminal includes a wireless communication unit, a main controller and an emergency call button, and the wireless communication unit and the main controller Coupling, the main controller is used to perform data transmission with the server terminal through the wireless communication unit, the emergency call button is coupled to the server terminal through a communication cable, and is used to generate an emergency call signal when triggered , and output the emergency call signal to the server terminal, so that the server terminal outputs an alarm signal. 6. The face recognition-based medical and nursing communication system according to claim 1, characterized in that: the medical and nursing communication system also includes an out-of-hospital patient management module, and the out-of-hospital patient management module is used to manage out-of-hospital patients, so that out-of-hospital patients can After returning to the hospital for follow-up visits, the unique algorithm is used to process the HIS data to automatically push the follow-up reminders to patients. The follow-up reminders include follow-up items, follow-up significance and precautions, and the follow-up rate and recovery rate will be counted later. 7. The face recognition-based medical care communication system according to claim 1, characterized in that: the medical care communication system also includes a disease knowledge publicity module, and the disease common knowledge publicity module is used to provide common clinical disease data of departments, and Combined with hospital information, provide patients with basic knowledge of diseases, rehabilitation nursing guidance, and replace personnel admission and discharge education. 8. The medical-care system based on face recognition according to claim 1, characterized in that: the medical-care system also includes a curative effect management module, and the curative effect management module is used to track the rehabilitation process and monitor the progress of the patient's rehabilitation process. Guidance and management, specifically including medication reminders and drug efficacy feedback, postoperative rehabilitation guidance and healing feedback, chronic disease life care and long-term condition monitoring. 9. The medical-care communication system based on face recognition according to claim 1, characterized in that: said medical-care communication system also includes an academic communication module, which is used to strengthen academic communication and improve technical level, said The system saves typical cases and intractable diseases encountered in work and uploads them to the cloud, so that doctors can view them anytime and anywhere. Through case sharing, doctors can learn from the wisdom of many fellow doctors, share their experience in seeing a doctor, and improve their professional skills.

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