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Pitfalls of Conformal Predictions for Medical Image Classification

Hendrik Alexander Mehrtens, Tabea-Clara Bucher, Titus J. Brinker. Pitfalls of Conformal Predictions for Medical Image Classification. In Carole H. Sudre, Christian F. Baumgartner, Adrian V. Dalca, Raghav Mehta, Chen Qin, William M. Wells, editors, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging - 5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings. Volume 14291 of Lecture Notes in Computer Science, pages 198-207, Springer, 2023. [doi]

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Hendrik Alexander Mehrtens

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Tabea-Clara Bucher

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Titus J. Brinker

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