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35 primary articles · 43 secondary mentions

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Towards AI-augmented decision making in psychiatry

Problem — The paper addresses the challenge of heterogeneity in psychiatric disorders and the reliance on unstructured longitudinal narratives, which complicates standardization in clinical decision-making. The authors highlight the variability…

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Navigating molecular OOD-ness

Problem Current machine learning approaches in drug discovery struggle with out-of-distribution (OOD) generalization, particularly in identifying novel bioactive molecules that do not conform to the training data distribution. This paper…

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