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Title:
SMART DIAGNOSIS ASSISTANCE METHOD AND TERMINAL BASED ON MEDICAL IMAGES
Document Type and Number:
WIPO Patent Application WO/2021/097675
Kind Code:
A1
Abstract:
The present application is suitable for use in the technical field of computers, and provides a smart diagnosis assistance method and terminal based on medical images, comprising: acquiring a medical image to be classified; pre-processing the medical image to be classified to obtain a pre-processed image; and inputting the pre-processed image into a trained classification model for classification processing to obtain a classification type corresponding to the pre-processed image, the classification model comprising tensorized network layers and a second-order pooling module. As the trained classification model comprises tensor decomposed network layers and a second-order pooling module, when processing images on the basis of the classification model, more discriminative features related to pathologies can be extracted, increasing the accuracy of medical image classification.

Inventors:
WANG SHUQIANG (CN)
YU WEN (CN)
SHEN YANYAN (CN)
CHEN ZHUO (CN)
Application Number:
PCT/CN2019/119491
Publication Date:
May 27, 2021
Filing Date:
November 19, 2019
Export Citation:
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Assignee:
SHENZHEN INST OF ADV TECH CAS (CN)
International Classes:
G06K9/62
Foreign References:
CN108198179A2018-06-22
CN107679572A2018-02-09
CN108961272A2018-12-07
CN108491874A2018-09-04
CN107578069A2018-01-12
US20170344880A12017-11-30
Other References:
See also references of EP 4064124A4
Attorney, Agent or Firm:
SHENZHEN ZHONGYI UNION INTELLECTUAL PROPERTY AGENCY CO., LTD. (CN)
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