A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI Segmentation
Fidon, Lucas, Aertsen, Michael, Kofler, Florian, Bink, Andrea, David, Anna L., Deprest, Thomas, Emam, Doaa, Guffens, Frederic, Jakab, Andras, Kasprian, Gregor, Kienast, Patric, Melbourne, Andrew, Menze, Bjoern, Mufti, Nada, Pogledic, Ivana, Prayer, Daniela, Stuempflen, Marlene, Van Elslander, Esther, Ourselin, Sebastien, Deprest, Jan, Vercauteren, Tom
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2024)
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2024)
Get full text
Journal Article
Label-Set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation
Fidon, Lucas, Aertsen, Michael, Emam, Doaa, Mufti, Nada, Guffens, Frédéric, Deprest, Thomas, Demaerel, Philippe, David, Anna L., Melbourne, Andrew, Ourselin, Sébastien, Deprest, Jan, Vercauteren, Tom
Published in Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 (2021)
Published in Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 (2021)
Get full text
Book Chapter
Is the generalizability of a developed artificial intelligence algorithm for COVID-19 on chest CT sufficient for clinical use? Results from the International Consortium for COVID-19 Imaging AI (ICOVAI)
Topff, Laurens, Groot Lipman, Kevin B. W., Guffens, Frederic, Wittenberg, Rianne, Bartels-Rutten, Annemarieke, van Veenendaal, Gerben, Hess, Mirco, Lamerigts, Kay, Wakkie, Joris, Ranschaert, Erik, Trebeschi, Stefano, Visser, Jacob J., Beets-Tan, Regina G. H.
Published in European radiology (01.06.2023)
Published in European radiology (01.06.2023)
Get full text
Journal Article
Web Resource
Distributionally Robust Deep Learning using Hardness Weighted Sampling
Lucas Fidon, Aertsen, Michael, Deprest, Thomas, Emam, Doaa, Guffens, Frédéric, Mufti, Nada, Esther Van Elslander, Schwartz, Ernst, Ebner, Michael, Prayer, Daniela, Kasprian, Gregor, David, Anna L, Melbourne, Andrew, Ourselin, Sébastien, Deprest, Jan, Langs, Georg, Vercauteren, Tom
Published in arXiv.org (14.07.2022)
Published in arXiv.org (14.07.2022)
Get full text
Paper
Journal Article
Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation
Lucas Fidon, Aertsen, Michael, Emam, Doaa, Mufti, Nada, Guffens, Frédéric, Deprest, Thomas, Demaerel, Philippe, David, Anna L, Melbourne, Andrew, Ourselin, Sébastien, Deprest, Jan, Vercauteren, Tom
Published in arXiv.org (09.07.2021)
Published in arXiv.org (09.07.2021)
Get full text
Paper
Journal Article
A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation
Lucas Fidon, Aertsen, Michael, Kofler, Florian, Bink, Andrea, David, Anna L, Deprest, Thomas, Emam, Doaa, Guffens, Frédéric, Jakab, András, Kasprian, Gregor, Kienast, Patric, Melbourne, Andrew, Menze, Bjoern, Mufti, Nada, Pogledic, Ivana, Prayer, Daniela, Stuempflen, Marlene, Esther Van Elslander, Ourselin, Sébastien, Deprest, Jan, Vercauteren, Tom
Published in arXiv.org (11.12.2022)
Published in arXiv.org (11.12.2022)
Get full text
Paper
Journal Article
Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI
Lucas Fidon, Aertsen, Michael, Mufti, Nada, Deprest, Thomas, Emam, Doaa, Guffens, Frédéric, Schwartz, Ernst, Ebner, Michael, Prayer, Daniela, Kasprian, Gregor, David, Anna L, Melbourne, Andrew, Ourselin, Sébastien, Deprest, Jan, Langs, Georg, Vercauteren, Tom
Published in arXiv.org (09.08.2021)
Published in arXiv.org (09.08.2021)
Get full text
Paper
Journal Article