- Patent Title: Brain tumor image segmentation method, device and storage medium
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Application No.: US16722751Application Date: 2019-12-20
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Publication No.: US11288804B2Publication Date: 2022-03-29
- Inventor: Mei Yun Wang , Yan Bai , Tian Yi Qian , Jing Zhou , Wei Wei
- Applicant: Siemens Healthcare GmbH , Henan Provincial People's Hospital
- Applicant Address: DE Erlangen; CN Zhengzhou
- Assignee: Siemens Healthcare GmbH,Henan Provincial People's Hospital
- Current Assignee: Siemens Healthcare GmbH,Henan Provincial People's Hospital
- Current Assignee Address: DE Erlangen; CN Zhengzhou
- Agency: Schiff Hardin LLP
- Priority: CN201811577618.9 20181220
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06T7/00 ; A61B5/00 ; G01R33/56 ; G06T7/11 ; G06T7/155 ; G06T7/30 ; A61B5/055

Abstract:
A brain tumor image segmentation method and device are disclosed. The disclosed method includes acquiring a basic white matter template generated based on brain magnetic resonance images of a plurality of healthy samples, collecting corresponding low, mid and high b-value diffusion weighted images of the brain of a patient, segmenting out a tumor region including the tumor body and the edema on each image based on the signal distribution of each image in a first set image group of the patient, removing the normal white matter region from the tumor region according to the basic white matter template and the high b-value diffusion weighted image, and classifying the value of the voxel in each image in a second set image group and a second apparent diffusion coefficient image obtained through calculations to obtain a tumor body region and an edema region.
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