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iMIMIC – Interpretability of Machine Intelligence in Medical Image Computing Workshop on Interpretability of Machine Intelligence in Medical Image Computing at MICCAI 2023 October 8, 2023 / Vancouver, Canada iMIMIC Home Scope Program Speakers Dates Submission Organizers Previous Editions 2018 2019 2020 2021 2022 This workshop is part of the MICCAI 2023 conference. Overview Machine learning (ML) systems are achieving remarkable performances at the cost of increased complexity. Deep neural networks, in particular, appear as black-box machines, and their behavior can sometimes be unpredictable. Furthermore, more complex models are less interpretable, which may cause distrust. As these systems are pervasively introduced to critical domains, such as medical image computing and computer-assisted intervention (MICCAI), developing methodologies for explaining model predictions is imperative. ...
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15 - imimic.bitbucket.io, conferences.miccai.org, link.springer.com, bmiai.ubc.ca, web.fe.up.pt, cisuc.uc.pt, radiology.nki.nl, fe.up.pt
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