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Bias Assessment and Correction in Machine Learning Algorithms: A Use-Case in a Natural Language Processing Algorithm to Identify Hospitalized Patients with Unhealthy Alcohol Use.

, , , , and . AMIA, AMIA, (2021)

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Bias Assessment and Correction in Machine Learning Algorithms: A Use-Case in a Natural Language Processing Algorithm to Identify Hospitalized Patients with Unhealthy Alcohol Use., , , , and . AMIA, AMIA, (2021)Sepsis Prediction Using Semi-Supervised and Transfer Learning., , , , , , , , , and 3 other author(s). AMIA, AMIA, (2021)Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies., , , , , , and . CoRR, (2024)DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing., , , , , , and . CoRR, (2022)Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding., , , , , , and . LREC, page 5484-5493. European Language Resources Association, (2022)Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning., , , , , and . ClinicalNLP@ACL, page 78-85. Association for Computational Linguistics, (2023)Explaining Alerts from a Pediatric Deterioration Prediction Model Using Clinical Text., , , , , and . AMIA, AMIA, (2022)The Addition of United States Census-Tract Data Does Not Improve the Prediction of Substance Misuse., , , , , , and . AMIA, AMIA, (2021)A Computable Phenotype for Acute Respiratory Distress Syndrome Using Natural Language Processing and Machine Learning., , , , , , , , , and . AMIA, AMIA, (2018)A Deeper Exploration of Contagious Risk and the Neighborhood Effect., , , , and . CRI, AMIA, (2017)