Title:
PATHOLOGICAL IMAGE RECOGNITION METHOD, PATHOLOGICAL IMAGE RECOGNITION MODEL TRAINING METHOD AND SYSTEM THEREFOR, AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2024/083152
Kind Code:
A1
Abstract:
Disclosed in the present invention are a pathological image recognition method, a pathological image recognition model training method and system therefor, and a storage medium. The model training method comprises: receiving a sample image set; calling a first neural network model to perform traversal reasoning, calling a second neural network model to perform supervised training on the basis of a reasoning result, and calculating a first loss function; calling the second neural network model to perform traversal reasoning, calling the first neural network model to perform supervised training on the basis of a reasoning result, and calculating a second loss function; and performing iterative training according to the first loss function and the second loss function to obtain at least one of a first model training parameter and a second model training parameter. The model training method provided by the present invention can reduce the dependence on limited data, and enhance the stability and performance of models.
Inventors:
ZHANG CHUKANG (CN)
ZHANG HAO (CN)
ZHANG HANG (CN)
ZHANG HAO (CN)
ZHANG HANG (CN)
Application Number:
PCT/CN2023/125221
Publication Date:
April 25, 2024
Filing Date:
October 18, 2023
Export Citation:
Assignee:
ANKON TECHNOLOGIES CO LTD (CN)
International Classes:
G06V10/764; G06N3/04; G06N3/08; G06V10/26; G06V10/774; G06V10/82
Domestic Patent References:
| WO2021259392A2 | 2021-12-30 |
Foreign References:
| CN115346076A | 2022-11-15 | |||
| CN114581434A | 2022-06-03 | |||
| CN114022718A | 2022-02-08 | |||
| CN111598182A | 2020-08-28 |
Attorney, Agent or Firm:
SUZHOU WISPRO INTELLECTUAL PROPERTY AGENCY (CN)
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