Search Results for author: Hirotaka Matsui

Found 1 papers, 0 papers with code

Diagnostic Uncertainty Calibration: Towards Reliable Machine Predictions in Medical Domain

no code implementations3 Jul 2020 Takahiro Mimori, Keiko Sasada, Hirotaka Matsui, Issei Sato

We propose an evaluation framework for class probability estimates (CPEs) in the presence of label uncertainty, which is commonly observed as diagnosis disagreement between experts in the medical domain.

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