SG11201810380VA - Method, device, and apparatus for detecting disease probability, and computer-readable storage medium - Google Patents

Method, device, and apparatus for detecting disease probability, and computer-readable storage medium

Info

Publication number
SG11201810380VA
SG11201810380VA SG11201810380VA SG11201810380VA SG11201810380VA SG 11201810380V A SG11201810380V A SG 11201810380VA SG 11201810380V A SG11201810380V A SG 11201810380VA SG 11201810380V A SG11201810380V A SG 11201810380VA SG 11201810380V A SG11201810380V A SG 11201810380VA
Authority
SG
Singapore
Prior art keywords
disease probability
detecting
present disclosure
datum
storage medium
Prior art date
Application number
SG11201810380VA
Inventor
Feifei Li
Liang Xu
Jing Xiao
Original Assignee
Ping An Technology Shenzhen Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Ping An Technology Shenzhen Co Ltd filed Critical Ping An Technology Shenzhen Co Ltd
Publication of SG11201810380VA publication Critical patent/SG11201810380VA/en

Links

Classifications

    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • 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
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • 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
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • 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
    • 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
    • G16H70/00—ICT specially adapted for the handling or processing of medical references
    • G16H70/60—ICT specially adapted for the handling or processing of medical references relating to pathologies

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)

Abstract

The present disclosure discloses a method for detecting disease probability which includes: collecting each datum associated with a user, and performing feature processing to each collected datum; constructing a multi-dimensional data set 5 according to each datum after being feature processed; performing random sampling on the multi-dimensional data set to divide into a test set and a training set; building a model based on the training set to obtain a regression decision tree; testing the regression decision tree according to the test set, to calculate the disease probability of the user. The present disclosure further discloses a device, an apparatus for detecting 10 disease probability, and a computer-readable storage medium. The present disclosure builds the model through the collected data, and finally calculates the disease probability of the user according to the built model, so that the detecting efficiency of the disease probability is relatively high, and the cost of disease probability detection is relatively low. 15 Figure 1 Accompanies
SG11201810380VA 2017-02-20 2018-01-31 Method, device, and apparatus for detecting disease probability, and computer-readable storage medium SG11201810380VA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201710095020.5A CN107622801A (en) 2017-02-20 2017-02-20 The detection method and device of disease probability
PCT/CN2018/074808 WO2018149300A1 (en) 2017-02-20 2018-01-31 Disease probability detection method, apparatus and device, and computer readable storage medium

Publications (1)

Publication Number Publication Date
SG11201810380VA true SG11201810380VA (en) 2018-12-28

Family

ID=61087260

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201810380VA SG11201810380VA (en) 2017-02-20 2018-01-31 Method, device, and apparatus for detecting disease probability, and computer-readable storage medium

Country Status (5)

Country Link
US (1) US20200126662A1 (en)
JP (1) JP2019521418A (en)
CN (1) CN107622801A (en)
SG (1) SG11201810380VA (en)
WO (1) WO2018149300A1 (en)

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CN107622801A (en) * 2017-02-20 2018-01-23 平安科技（深圳）有限公司 The detection method and device of disease probability
US11875904B2 (en) * 2017-04-27 2024-01-16 Koninklijke Philips N.V. Identification of epidemiology transmission hot spots in a medical facility
CN109035034A (en) * 2018-06-12 2018-12-18 昆明理工大学 A kind of health insurance actuarial System and method for based on payment data
CN109147939A (en) * 2018-09-21 2019-01-04 宜昌市疾病预防控制中心 A kind of sampling apparatus and the methods of sampling for disease control
CN110827949B (en) * 2019-10-31 2023-06-23 望海康信(北京)科技股份公司 Method, apparatus, electronic device and readable storage medium for determining disease code
CN111564223B (en) * 2020-07-20 2021-01-12 医渡云（北京）技术有限公司 Infectious disease survival probability prediction method, and prediction model training method and device
CN112435757A (en) * 2020-10-27 2021-03-02 深圳市利来山科技有限公司 Prediction device and system for acute hepatitis
US11378299B2 (en) * 2020-11-04 2022-07-05 Mann+Hummel Gmbh Metadata driven method and system for airborne viral infection risk and air quality analysis from networked air quality sensors
CN112750530A (en) * 2021-01-05 2021-05-04 上海梅斯医药科技有限公司 Model training method, terminal device and storage medium
CN115602328B (en) * 2022-11-16 2023-05-26 深圳技术大学 Early warning method and device for acute leukemia
CN116304932B (en) * 2023-05-19 2023-09-05 湖南工商大学 Sample generation method, device, terminal equipment and medium

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WO2008007630A1 (en) * 2006-07-14 2008-01-17 Nec Corporation Method of searching for protein and apparatus therefor
US8604777B2 (en) * 2011-07-13 2013-12-10 Allegro Microsystems, Llc Current sensor with calibration for a current divider configuration
CN102340673B (en) * 2011-10-25 2014-07-02 杭州藏愚科技有限公司 White balance method for video camera aiming at traffic scene
CN102446302B (en) * 2011-12-31 2014-07-02 浙江大学 Data preprocessing method of water quality prediction system
CN103150611A (en) * 2013-03-08 2013-06-12 北京理工大学 Hierarchical prediction method of II type diabetes mellitus incidence probability
JP6478906B2 (en) * 2014-02-12 2019-03-06 哲祥 志村 DISEASE DETECTING SYSTEM AND DISEASE DETECTING METHOD
TWI578262B (en) * 2015-08-07 2017-04-11 緯創資通股份有限公司 Risk assessment system and data processing method
CN105603101B (en) * 2016-03-03 2018-06-15 重庆博奥新景医学科技有限公司 Detect application of the system of 8 miRNA expression quantity in diagnosis or auxiliary diagnosis of hepatoma product is prepared
CN105956382B (en) * 2016-04-26 2018-06-19 北京工商大学 A kind of tcm constitution Optimum Classification method
CN106127380A (en) * 2016-06-22 2016-11-16 北京拓明科技有限公司 A kind of big data risk analysis method
CN107622801A (en) * 2017-02-20 2018-01-23 平安科技（深圳）有限公司 The detection method and device of disease probability

Also Published As

Publication number Publication date
CN107622801A (en) 2018-01-23
JP2019521418A (en) 2019-07-25
US20200126662A1 (en) 2020-04-23
WO2018149300A1 (en) 2018-08-23

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