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Graph representation learning in biomedicine and healthcare

, , and . Nature Biomedical Engineering, (2022)

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Imputation of Quantitative Genetic Interactions in Epistatic MAPs by Interaction Propagation Matrix Completion., and . RECOMB, volume 8394 of Lecture Notes in Computer Science, page 448-462. Springer, (2014)Querying Complex Networks in Vector Space., , , , and . CoRR, (2018)Prioritizing network communities., , and . CoRR, (2018)Matrix function: a "VIP" in linear algebra and its applications.. ACM Crossroads, 19 (3): 66-67 (2013)Sieve-based relation extraction of gene regulatory networks from biological literature., , , and . BMC Bioinform., 16 (S16): S1 (December 2015)Evaluating Explainability for Graph Neural Networks., , , and . CoRR, (2022)Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium., , , , , , , , , and 33 other author(s). CoRR, (2024)Cross-type biomedical named entity recognition with deep multi-task learning., , , , , , , and . Bioinform., 35 (10): 1745-1752 (2019)Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities., , , , , and . Inf. Fusion, (2019)Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development., , , , , , , , , and . NeurIPS Datasets and Benchmarks, (2021)