Titlebook: Kidney and Kidney Tumor Segmentation; MICCAI 2023 Challeng Nicholas Heller,Andrew Wood,Christopher Weight Conference proceedings 2024 The E

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,Two-Stage Segmentation Framework with?Parallel Decoders for?the?Kidney and?Kidney Tumor Segmentatio to assist doctors in diagnosis. However, the diverse morphologies of tumors and cysts pose challenges regarding their difficult identification and unpredictable behavior. This paper proposes a two-stage segmentation method, proceeding from coarse to fine. In the first stage, we obtain the kidney re

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,3d U-Net with?ROI Segmentation of?Kidneys and?Masses in?CT Scans,using methods to first isolate the region of interest of the kidneys, then to segment the kidney and its masses. We used the TotalSegmentator tool to obtain a rough segmentation of the kidneys, then during pre-processing, expanded this region of interest by 18 pixels. This new region of interest was

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