most citedA self-supervised learning strategy for postoperative brain cavity segmentation simulating resections

32 citations

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eess.IV2024★ 23 cited

Deep Learning for Pancreas Segmentation: a Systematic Review

Andrea Moglia, Matteo Cavicchioli, Luca Mainardi +1

Pancreas segmentation has been traditionally challenging due to its small size in computed tomography abdominal volumes, high variability of shape and positions among patients, and…

eess.IV2021★ 32 cited

A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections

Fernando Pérez-García, Reuben Dorent, Michele Rizzi +9

Accurate segmentation of brain resection cavities (RCs) aids in postoperative analysis and determining follow-up treatment. Convolutional neural networks (CNNs) are the state-of-th…