CN105404763A - Method for recommending doctors to patient in mobile medical system - Google Patents
Method for recommending doctors to patient in mobile medical system Download PDFInfo
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- CN105404763A CN105404763A CN201510696950.7A CN201510696950A CN105404763A CN 105404763 A CN105404763 A CN 105404763A CN 201510696950 A CN201510696950 A CN 201510696950A CN 105404763 A CN105404763 A CN 105404763A
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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
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
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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
- G16H40/20—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 for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
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- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The invention relates to a method for recommending doctors to a patient in a mobile medical system. The method comprises: storing doctor data of each hospital and data of patients who have used the system; recording department and city information input by a patient; the system obtaining, through screening, patients of the same age, gender and city as the patient according to the city information input by the patient, and establishing a similar patient list; obtaining IDs of doctors who have diagnosed the similar patients according to the similar patient list, obtaining a data list of the doctors who have diagnosed the similar patients in conjunction with a doctor data list, and obtaining, through screening, a doctor list of the department information from the data list of the doctors who have diagnosed the similar patients; and extracting and sorting information of doctors who have been selected by the similar patients with information similar to the patient, estimating a doctor more suitable for a target patient, forming a doctor recommendation list, and recommending the doctor to a user. According to the method, the required doctor suitable for the patient can be quickly and accurately estimated.
Description
Technical field
The present invention relates to a kind of method of recommending doctor in Mobile medical system at patient customer's end to it.
Background technology
Portable medical uses the mobile communication technology such as satellite communication, mobile phone, realizes the acquisition of Telemedicine and medical treatment & health information.Specific to mobile Internet field, then based on the health medical treatment class APP based on the system such as iOS and Android.And at present, during medical treatment & health class software progressively develops, design a Mobile medical system and not only can solve medical resource problem pockety, reduce region restriction, and patient can be facilitated to seek medical advice and and medical personnel between cooperation and exchanges, allow user preengage paying, diagnosis consulting more conveniently, make the service of hospital doctor more efficient, flexible.
Information overload has become a great problem of current internet, and medical resource, information about doctor etc. have specialized information, for the domestic consumer not having knowledge about the specialty, often cannot select needed for individual better in huge existing retrieving information, greatly have impact on the quality of medical services.Wherein patient is for the selection of doctor, because patient is not ready to select well-known doctor to the understanding of doctor comprehensively or only, to such an extent as to some doctor preengages, and full general patient is very difficult to preengage successfully, and other doctors even hospital nobody shows any interest in, greatly reduce the distribution of hospital resources, against the digitized original intention of medical services.Therefore, build the portable medical platform with personalized recommendation performance and there is great meaning.
Summary of the invention
The present invention is intended to overcome doctor's information overload in Mobile medical system, patient selects difficulty, hospital resources to distribute uneven problem, proposes a kind of method fast, accurately can estimating doctor needed for applicable patient.
In order to achieve the above object, the present invention adopts following technical scheme:
In Mobile medical system, recommend a doctor's method to patient, comprise the following steps:
(1) stored in the doctor data of each hospital and the patient data once using this system in the database of system; Doctor data comprises the ID of physician names, place hospital, this city, hospital place, section office, sex, date of birth, history performance evaluation value and this doctor; Patient data comprises city, patient place, sex, date of birth, diagnosed the doctor ID of this patient;
(2) section office that after patient logs in this system, system log (SYSLOG) patient inputs and urban information, according to the urban information of patient's input, screening system goes out the patient with this patient with same age, sex, city, sets up similar patients's list;
(3) the doctor ID of these similar patients is obtained diagnosing according to the similar patients's class table obtained in (2), and the doctor data list combined in (1) obtains the doctor data list diagnosing these similar patients, again from the diagnosis obtained these similar patients doctor data list filter out doctor's list with input section office information in (2), if doctor's number of this list is M;
(4) according to the performance evaluation value order from big to small had in doctor's list of input section office in (2) of (3) gained, the doctor in this list is sorted, obtain orderly doctor's list; If need the doctor's number recommended to patient to be N, if M is more than or equal to required recommendation number N, then intercept the front N item of doctor's classification of this step sequence gained, form doctor's recommendation list, the method terminates; Otherwise perform step (5);
(5) if doctor's number M is less than N, then use the doctor data in step (1) to filter out and there is the city of input and doctor's list of section office's information in (2), according to the performance evaluation value order from big to small in this list, doctor is sorted, obtain the list after sorting, again from this list select nonoverlapping with orderly doctor's list of step (4) before (N-M) item be placed on after the gained list of step (7), form doctor's recommendation list, the method terminates.
Accompanying drawing explanation
Fig. 1 is doctor's recommend method process flow diagram.
Embodiment
There is provided detailed reference to enforcement of the present invention now.For explaining that the present invention will be described with reference to the drawings following embodiment.
Stored in the doctor data of each hospital and the patient data once should crossing this system in the database of system.Doctor data comprises the ID of physician names, place hospital, this city, hospital place, section office, sex, date of birth, history performance evaluation value and this doctor.Patient data comprises city, patient place, sex, date of birth, diagnosed the doctor ID of this patient.
In figure mono-, illustrate the idiographic flow that patient customer in Mobile medical system holds doctor to recommend, idiographic flow is as follows:
A. the section office that after patient's login system, system log (SYSLOG) patient inputs and urban information, according to the urban information of step input, screening system goes out the patient with this patient with same age, sex, city, sets up similar Patient list (1).
B. obtain diagnosing the doctor ID of these similar patients according to the similar patients's class table obtained in step (2), and the doctor data list in integrating step a obtains the doctor data list (2) diagnosing these similar patients, then from list (2)
In filter out doctor's list with input section office information in step (1), if doctor's number of this list is M.
C. according to the order from big to small of the performance evaluation value in step (4) gained list, the doctor in step (4) is sorted, obtain recommending doctor storehouse (3).If need the doctor's number recommended to patient to be N, if the M in step b is more than or equal to required recommendation number N, then intercept the front N item that step recommends doctor storehouse (3), form doctor's recommendation list, the method terminates; Otherwise execution steps d.
If d. in step c, doctor's number M of the doctor data list (2) of gained is less than N, then filter out doctor's list of city and the section office's information having and input in step b with the doctor data in step a, then with performance evaluation value order from big to small, sequence is carried out to this list and obtain list (4).
E. from list (4) select with recommend doctor storehouse (3) nonoverlapping before (N-M) item be placed on after doctor's recommendation list that step c finally formed, form doctor's recommendation list with N number of doctor, the method terminates.
Claims (1)
1. in Mobile medical system, recommend a doctor's method to patient, comprise the following steps:
(1) stored in the doctor data of each hospital and the patient data once using this system in the database of system; Doctor data comprises the ID of physician names, place hospital, this city, hospital place, section office, sex, date of birth, history performance evaluation value and this doctor; Patient data comprises city, patient place, sex, date of birth, diagnosed the doctor ID of this patient;
(2) section office that after patient logs in this system, system log (SYSLOG) patient inputs and urban information, according to the urban information of patient's input, screening system goes out the patient with this patient with same age, sex, city, sets up similar patients's list;
(3) the doctor ID of these similar patients is obtained diagnosing according to the similar patients's class table obtained in (2), and the doctor data list combined in (1) obtains the doctor data list diagnosing these similar patients, again from the diagnosis obtained these similar patients doctor data list filter out doctor's list with input section office information in (2), if doctor's number of this list is M;
(4) according to the performance evaluation value order from big to small had in doctor's list of input section office in (2) of (3) gained, the doctor in this list is sorted, obtain orderly doctor's list; If need the doctor's number recommended to patient to be N, if M is more than or equal to required recommendation number N, then intercept the front N item of doctor's classification of this step sequence gained, form doctor's recommendation list, the method terminates; Otherwise perform step (5);
(5) if doctor's number M is less than N, then use the doctor data in step (1) to filter out and there is the city of input and doctor's list of section office's information in (2), according to the performance evaluation value order from big to small in this list, doctor is sorted, obtain the list after sorting, again from this list select nonoverlapping with orderly doctor's list of step (4) before (N-M) item be placed on after the gained list of step (7), form doctor's recommendation list, the method terminates.
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Cited By (17)
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---|---|---|---|---|
CN105868564A (en) * | 2016-04-05 | 2016-08-17 | 苏州联康网络有限公司 | Disease treatment hospital recommendation system |
CN105956976A (en) * | 2016-05-12 | 2016-09-21 | 深圳瑞麦科技有限公司 | Method and device for providing physician and pharmacist information and method and device for providing professional information for physicians and pharmacists |
CN106127644A (en) * | 2016-06-22 | 2016-11-16 | 朗森特科技有限公司 | A kind of expert suggestion system for tele-medicine |
CN106446575A (en) * | 2016-10-12 | 2017-02-22 | 上海览海在线健康管理有限公司 | Intelligent method and system for pushing medical resources |
CN106777946A (en) * | 2016-12-07 | 2017-05-31 | 西安电子科技大学 | Personalized health service recommendation method based on hierarchal model |
CN106934018A (en) * | 2017-03-11 | 2017-07-07 | 广东省中医院 | A kind of doctor's commending system based on collaborative filtering |
CN107463779A (en) * | 2017-07-31 | 2017-12-12 | 合肥桥旭科技有限公司 | A kind of medical information integration system based on Internet of Things |
CN107563120A (en) * | 2017-09-13 | 2018-01-09 | 青岛海信医疗设备股份有限公司 | Recommend method and device for the doctor of patient |
CN107580038A (en) * | 2017-08-28 | 2018-01-12 | 江西博瑞彤芸科技有限公司 | A kind of expert recommendation method and system |
CN107833618A (en) * | 2017-11-06 | 2018-03-23 | 广州优涵信息技术有限公司 | Autism children and family information management system |
CN108039198A (en) * | 2017-12-11 | 2018-05-15 | 重庆邮电大学 | A kind of doctor towards portable medical recommends method and system |
CN108446837A (en) * | 2018-03-07 | 2018-08-24 | 中国人民大学 | A kind of load optimized method of medical services recommended work |
CN109411081A (en) * | 2018-10-25 | 2019-03-01 | 广东医博荟健康管理有限公司 | A kind of quick online way of inquisition and system based on medical team |
CN109743363A (en) * | 2018-12-18 | 2019-05-10 | 广州圆爱康生物科技有限公司 | A kind of medical information intelligently pushing method and device |
CN110021418A (en) * | 2017-10-26 | 2019-07-16 | 株式会社日立制作所 | Remote diagnosis method and device thereof and system |
CN110246587A (en) * | 2019-06-15 | 2019-09-17 | 浙江爱多特大健康科技有限公司 | The one-stop complication consultation of doctors management method in diabetes internet and system |
CN111415760A (en) * | 2020-03-26 | 2020-07-14 | 潘佳亮 | Doctor recommendation method, system, computer equipment and storage medium |
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Cited By (23)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105868564A (en) * | 2016-04-05 | 2016-08-17 | 苏州联康网络有限公司 | Disease treatment hospital recommendation system |
CN105956976A (en) * | 2016-05-12 | 2016-09-21 | 深圳瑞麦科技有限公司 | Method and device for providing physician and pharmacist information and method and device for providing professional information for physicians and pharmacists |
CN106127644A (en) * | 2016-06-22 | 2016-11-16 | 朗森特科技有限公司 | A kind of expert suggestion system for tele-medicine |
CN106446575A (en) * | 2016-10-12 | 2017-02-22 | 上海览海在线健康管理有限公司 | Intelligent method and system for pushing medical resources |
CN106446575B (en) * | 2016-10-12 | 2019-03-05 | 上海览海在线健康管理有限公司 | The method and system of intelligently pushing medical resource |
CN106777946A (en) * | 2016-12-07 | 2017-05-31 | 西安电子科技大学 | Personalized health service recommendation method based on hierarchal model |
CN106777946B (en) * | 2016-12-07 | 2019-04-23 | 西安电子科技大学 | Personalized health service recommendation method based on hierarchal model |
CN106934018A (en) * | 2017-03-11 | 2017-07-07 | 广东省中医院 | A kind of doctor's commending system based on collaborative filtering |
CN107463779A (en) * | 2017-07-31 | 2017-12-12 | 合肥桥旭科技有限公司 | A kind of medical information integration system based on Internet of Things |
CN107580038A (en) * | 2017-08-28 | 2018-01-12 | 江西博瑞彤芸科技有限公司 | A kind of expert recommendation method and system |
CN107563120B (en) * | 2017-09-13 | 2021-06-01 | 青岛海信医疗设备股份有限公司 | Doctor recommendation method and device for patient |
CN107563120A (en) * | 2017-09-13 | 2018-01-09 | 青岛海信医疗设备股份有限公司 | Recommend method and device for the doctor of patient |
CN110021418A (en) * | 2017-10-26 | 2019-07-16 | 株式会社日立制作所 | Remote diagnosis method and device thereof and system |
CN107833618A (en) * | 2017-11-06 | 2018-03-23 | 广州优涵信息技术有限公司 | Autism children and family information management system |
CN107833618B (en) * | 2017-11-06 | 2021-02-23 | 广州优涵信息技术有限公司 | Autistic children and family information management system |
CN108039198A (en) * | 2017-12-11 | 2018-05-15 | 重庆邮电大学 | A kind of doctor towards portable medical recommends method and system |
CN108446837A (en) * | 2018-03-07 | 2018-08-24 | 中国人民大学 | A kind of load optimized method of medical services recommended work |
CN108446837B (en) * | 2018-03-07 | 2022-04-05 | 中国人民大学 | Optimization method for medical service recommendation workload |
CN109411081A (en) * | 2018-10-25 | 2019-03-01 | 广东医博荟健康管理有限公司 | A kind of quick online way of inquisition and system based on medical team |
CN109743363A (en) * | 2018-12-18 | 2019-05-10 | 广州圆爱康生物科技有限公司 | A kind of medical information intelligently pushing method and device |
CN110246587A (en) * | 2019-06-15 | 2019-09-17 | 浙江爱多特大健康科技有限公司 | The one-stop complication consultation of doctors management method in diabetes internet and system |
CN111415760A (en) * | 2020-03-26 | 2020-07-14 | 潘佳亮 | Doctor recommendation method, system, computer equipment and storage medium |
CN111415760B (en) * | 2020-03-26 | 2023-10-13 | 潘佳亮 | Doctor recommendation method, doctor recommendation system, computer equipment and storage medium |
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