Label-Set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation

Lucas Fidon, Michael Aertsen, Doaa Emam, Nada Mufti, Frédéric Guffens, Thomas Deprest, Philippe Demaerel, Anna L. David, Andrew Melbourne, Sébastien Ourselin, Jan Deprest, Tom Vercauteren. Label-Set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation. In Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part II. Volume 12902 of Lecture Notes in Computer Science, pages 647-657, Springer, 2021. [doi]

Authors

Lucas Fidon

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Michael Aertsen

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Doaa Emam

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Nada Mufti

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Frédéric Guffens

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Thomas Deprest

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Philippe Demaerel

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Anna L. David

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Andrew Melbourne

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Sébastien Ourselin

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Jan Deprest

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Tom Vercauteren

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