Invention Grant
- Patent Title: PDAC image segmentation method, electronic device and storage medium
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Application No.: US17195908Application Date: 2021-03-09
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Publication No.: US11967084B2Publication Date: 2024-04-23
- Inventor: Ling Zhang
- Applicant: Ping An Technology (Shenzhen) Co., Ltd.
- Applicant Address: CN Shenzhen
- Assignee: Ping An Technology (Shenzhen) Co., Ltd.
- Current Assignee: Ping An Technology (Shenzhen) Co., Ltd.
- Current Assignee Address: CN Shenzhen
- Agency: ScienBiziP, P.C.
- Main IPC: G06T7/174
- IPC: G06T7/174 ; A61B5/00 ; G06T7/11 ; G16H30/40

Abstract:
A Pancreatic Ductal Adenocarcinoma (PDAC) image segmentation method, an electronic device, and a storage medium are provided. In the PDAC image segmentation method, a first model is trained using a first data set; and a second model is trained using a second data set. A third data set is obtained by annotating a to-be-annotated data set using the first model and the second model and a third model is trained using a fourth data set. A training set is obtained by modifying the first data set and the third data set using the third model and a segmentation model is obtained by training an nnUNet using the training set. A to-be-segmented PDAC image is input into the segmentation model, and a segmentation result is obtained. By utilizing the PDAC image segmentation method, a more accurate PDAC image segmentation is achieved.
Public/Granted literature
- US20220292689A1 PDAC IMAGE SEGMENTATION METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM Public/Granted day:2022-09-15
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