Dec 24, 2021 · We investigate an automated framework for dilated pancreatic duct segmentation. The cascade strategy effectively improved the segmentation ...
Methods Our framework segments the pancreatic duct in a cascaded manner. The pancreatic duct occupies a tiny portion of abdominal CT volumes. Therefore, to ...
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Mar 18, 2024 · The coarse pancreatic mask segmentation is used to guide the fully convolutional networks (FCNs) to concentrate on the pancreas' anatomy and ...
Mar 6, 2023 · Experimental results on our dataset show that our proposed approach boosts dilated pancreatic duct segmentation accuracy by nearly 20% compared ...
We propose a novel 3D fully convolutional deep network for automated pancreas segmentation from both MRI and CT scans. More specifically, the proposed model ...
2020. A cascaded fully convolutional network framework for dilated pancreatic duct segmentation. C Shen, HR Roth, Y Hayashi, M Oda, T Miyamoto, G Sato, K Mori.
Jul 19, 2024 · In this paper, we present a framework for segmenting individual pancreatic subregions and the pancreatic duct from three-dimensional (3D) computed tomography ( ...
Mar 22, 2019 · Flowchart of our proposed cascaded multitask FCN for automatic pancreas localization and segmentation. As the one-stage method, Farag et al ...
In this study, we developed a deep learning-based tumor detection framework that can detect pancreatic head cancer on CT scans with high accuracy.
Shen, A cascaded fully convolutional network framework for dilated pancreatic duct segmentation, Int. J. Comput. Assist. Radiol. Surg., № 17, с. 343 https ...