TRIAGE FUSION MODEL TRAINING METHOD, TRIAGE METHOD, APPARATUS, DEVICE, AND MEDIUM

WIPO Patent Application WO/2021/164388

A1

The present application relates to the field of big data processing. Provided is a triage fusion model training method, a triage method, an apparatus, a device and a medium. The method comprises: obtaining a treatment sample set; inputting said treatment samples into a multi-fusion neural network model containing initial parameters; performing prediction with respect to the treatment samples and obtaining at least two triage results; performing standardization conversion on each triage result to obtain standardized results; performing weight fusion on all standardized results to obtain sample triage results; obtaining, by means of loss modeling in the multi-fusion neural network model, a total loss value; if the total loss value has not reached a preset convergence condition, iteratively refreshing the initial parameters of the multi-fusion neural network model until convergence, then recording the post-convergence multi-fusion neural network model as a triage fusion model. The present method improves performance and accuracy of multi-fusion neural network model identification. The present application is applicable to the fields of smart medical care, etc., and can further promote the development of smart cities.

TANG RUI (CN)
LI YANXUAN (CN)
ZHU ZHAOWEI (CN)
SUN XINGZHI (CN)

PCT/CN2020/135343

August 26, 2021

December 10, 2020

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PING AN TECH SHENZHEN CO LTD (CN)

G06N3/08; G16H40/20

CN110047584A	2019-07-23
CN110347838A	2019-10-18
CN106202847A	2016-12-07
CN111553399A	2020-08-18
CN111477310A	2020-07-31
US20190279767A1	2019-09-12

SHENZHEN ZHONGDING INTELLECTUAL PROPERTY AGENCY (CN)

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