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MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning

Xiangde Luo, Guotai Wang, Tao Song, Jingyang Zhang, Michaël Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang

2021Medical Image Analysis129 citationsDOIOpen Access PDF

Topics & Concepts

SegmentationComputer scienceArtificial intelligenceRobustness (evolution)Convolutional neural networkSegmentation-based object categorizationDeep learningScale-space segmentationComputer visionImage segmentationMargin (machine learning)Pattern recognition (psychology)Machine learningChemistryGeneBiochemistryAI in cancer detectionAdvanced Neural Network ApplicationsMedical Image Segmentation Techniques
MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning | Litcius