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Machine Learning for Personalized Medicine: Predicting Primary Myocardial Infarction from Electronic Health Records

, , , , and . AI Magazine, 33 (4): 33--45 (2012)

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Context-Sensitive Spelling Correction of Clinical Text via Conditional Independence., , and . CHIL, volume 174 of Proceedings of Machine Learning Research, page 234-247. PMLR, (2022)Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19., , , , , , and . AMIA, AMIA, (2022)Machine Learning for Treatment Assignment: Improving Individualized Risk Attribution., , , , and . AMIA, AMIA, (2015)Hypersphere clustering to characterize healthcare providers using prescriptions and procedures from Medicare claims data., , and . AMIA, AMIA, (2019)Maps for Reasoning in Ultimate., and . MLSA@PKDD/ECML, volume 1969 of CEUR Workshop Proceedings, page 21-27. CEUR-WS.org, (2013)Wavelet Reconstruction Networks for Marked Point Processes.. SPACA, volume 146 of Proceedings of Machine Learning Research, page 95-106. PMLR, (2021)Forest-Based Point Process for Event Prediction from Electronic Health Records., and . ECML/PKDD (3), volume 8190 of Lecture Notes in Computer Science, page 547-562. Springer, (2013)Neural Topic Models with Survival Supervision: Jointly Predicting Time-to-Event Outcomes and Learning How Clinical Features Relate., , , , and . AIME, volume 12299 of Lecture Notes in Computer Science, page 371-381. Springer, (2020)Learning When to Reject an Importance Sample., , and . AAAI (Late-Breaking Developments), volume WS-13-17 of AAAI Technical Report, AAAI, (2013)Censored Fairness through Awareness., , and . AAAI, page 14611-14619. AAAI Press, (2023)