Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes

30 Jul 2018Vanya V. ValindriaIoannis LavdasJuan CerrolazaEric O. AboagyeAndrea G. RockallDaniel RueckertBen Glocker

Accurate and robust segmentation of small organs in whole-body MRI is difficult due to anatomical variation and class imbalance. Recent deep network based approaches have demonstrated promising performance on abdominal multi-organ segmentations... (read more)

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