Invention Application
- Patent Title: Method and System for Simultaneous Classification and Regression of Clinical Data
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Application No.: US17725051Application Date: 2022-04-20
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Publication No.: US20220351374A1Publication Date: 2022-11-03
- Inventor: Xin WANG , Youbing YIN , Bin KONG , Yi LU , Xinyu GUO , Hao-Yu YANG , Qi SONG
- Applicant: SHENZHEN KEYA MEDICAL TECHNOLOGY CORPORATION
- Applicant Address: CN Shenzhen
- Assignee: SHENZHEN KEYA MEDICAL TECHNOLOGY CORPORATION
- Current Assignee: SHENZHEN KEYA MEDICAL TECHNOLOGY CORPORATION
- Current Assignee Address: CN Shenzhen
- Main IPC: G06T7/00
- IPC: G06T7/00 ; G06V10/764 ; G06V10/82 ; G06V10/40 ; G06V10/776 ; G16H50/20 ; G16H50/30

Abstract:
This disclosure discloses a method for analyzing clinical data. The Method includes extracting a first feature information by applying a neural network to the clinical data; predicting a disease status related parameter by applying a regression model to the extracted first feature information; generating a second feature information based on the extracted first feature information and the disease status related parameter; and predicting a disease status classification result by applying a classification model to the second feature information. The method can improve the prediction accuracy and the diagnosis efficiency of doctors.
Information query