BIOLOGICAL TISSUE RECOGNITION MODEL CONSTRUCTION METHOD AND APPARATUS, AND ELECTRONIC DEVICE

WIPO Patent Application WO/2024/046408

A1

The present invention relates to the technical field of medicine. Provided are a biological tissue recognition model construction method and apparatus, and an electronic device. The method comprises: decomposing a biological tissue training sample to obtain features of biological tissue training sample images; constructing mapping relationships between the features of the biological tissue training sample images and training sample tissue types; training a biological tissue recognition model by using several mapping relationships, so as to obtain initial parameters of the biological tissue recognition model; and inputting biological tissue supporting sample information into the biological tissue recognition model, which is configured with the initial parameters, to perform parameter fine tuning, so as to obtain an optimized biological tissue recognition model. In the present application, an image of biological tissue to be recognized is acquired by means of a miniature ultrahigh-frequency ultrasonic probe, and then the image of said biological tissue is input into a biological tissue recognition model, so as to recognize said biological tissue under a spinal endoscope, and to improve the recognition efficiency of the tissue under the spinal endoscope.

CHEN ZIXIAN (CN)
ZHENG RUI (CN)
JIANG CHANG (CN)
YAO JIAQI (CN)
CAO YUANWU (CN)
JIANG XIAOXING (CN)

PCT/CN2023/116036

March 07, 2024

August 31, 2023

Click for automatic bibliography generation  

ZHONGSHAN HOSPITAL FUDAN UNIV (CN)
UNIV SHANGHAI TECH (CN)

G06T7/00; G06V10/774

WO2022002059A1

2022-01-06

CN115393338A	2022-11-25
CN110414607A	2019-11-05
CN114548179A	2022-05-27

SHANGHAI SHENHUI PATENT AGENT CO., LTD. (CN)

View/Download PDF      PDF Help

Previous Patent: USE OF HETEROARYLOXYNAPHTHALENE COMPOUND

Next Patent: HETEROCYCLIC COMPOUND, PREPARATION METHOD THEREFOR, AND PHARMACEUTICAL USE THEREOF