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Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation.

, , , , , and . NeurIPS, page 23205-23217. (2021)

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Deep Generative Models for 3D Linker Design., , , and . J. Chem. Inf. Model., 60 (4): 1983-1995 (2020)Self-Supervision Enhanced Feature Selection with Correlated Gates., , and . ICLR, OpenReview.net, (2022)Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation., , , , , and . NeurIPS, page 23205-23217. (2021)To Impute or not to Impute? - Missing Data in Treatment Effect Estimation., , , , and . CoRR, (2022)Differentiable and Transportable Structure Learning., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 2206-2233. PMLR, (2023)To Impute or not to Impute? Missing Data in Treatment Effect Estimation., , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 3568-3590. PMLR, (2023)Improving Adaptive Conformal Prediction Using Self-Supervised Learning., , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 10160-10177. PMLR, (2023)Incorporating Target-Specific Pharmacophoric Information into Deep Generative Models for Fragment Elaboration., , , , and . J. Chem. Inf. Model., 62 (10): 2280-2292 (2022)Multiple stakeholders drive diverse interpretability requirements for machine learning in healthcare., , and . Nat. Mac. Intell., 5 (8): 824-829 (August 2023)Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI., , and . CoRR, (2024)