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eess.IV2023
Segmentation-based Assessment of Tumor-Vessel Involvement for Surgical Resectability Prediction of Pancreatic Ductal Adenocarcinoma
Christiaan Viviers, Mark Ramaekers, Amaan Valiuddin +9
Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive cancer with limited treatment options. This research proposes a workflow and deep learning-based segmentation models…
eess.IV2023
Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical data
Christiaan G. A. Viviers, Amaan M. M. Valiuddin, Peter H. N. de With +1
Uncertainty quantification in medical images has become an essential addition to segmentation models for practical application in the real world. Although there are valuable develo…