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Second opinion needed: communicating uncertainty in medical machine learning.

, , и . npj Digit. Medicine, (2021)

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Tanja Beament

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Clinical Concept Embeddings Learned from Massive Sources of Medical Data., , , , , , и . CoRR, (2018)Self-Supervision on Images and Text Reduces Reliance on Visual Shortcut Features., и . CoRR, (2022)Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data, , , , , , , , и . (2018)cite arxiv:1804.01486.An investigation of gene-gene interactions in dose-response studies with Bayesian nonparametrics., , и . BioData Min., (2015)TIER: Text-Image Entropy Regularization for CLIP-style models., и . CoRR, (2022)Evaluating Progress on Machine Learning for Longitudinal Electronic Healthcare Data., , и . CoRR, (2020)Empirical Frequentist Coverage of Deep Learning Uncertainty Quantification Procedures., , и . Entropy, 23 (12): 1608 (2021)Adversarial Attacks Against Medical Deep Learning Systems., , и . CoRR, (2018)Machine Learning for Health (ML4H) Workshop at NeurIPS 2018., , , , , , , , , и 8 other автор(ы). CoRR, (2018)Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data., , , , , , , , и . PSB, стр. 295-306. (2020)