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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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Improving model transferability for clinical note section classification models using continued pretraining., , , , , and . J. Am. Medical Informatics Assoc., 31 (1): 89-97 (December 2023)Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data., , , , , , , and . CoRR, (2024)High-dimensional feature selection for genomic datasets., and . Knowl. Based Syst., (2020)Sepsis Prediction Using Semi-Supervised and Transfer Learning., , , , , , , , , and 3 other author(s). AMIA, AMIA, (2021)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)Learning Hierarchical Transformer-based Representations of Clinical Notes., , , and . AMIA, AMIA, (2020)Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups., , , , , , , , and . J. Am. Medical Informatics Assoc., 28 (11): 2393-2403 (2021)Governance of Clinical AI applications to facilitate safe and equitable deployment in a large health system: Key elements and early successes., , , and . Frontiers Digit. Health, (2022)The impact of using an AI chatbot to respond to patient messages., , , , , , , , , and 5 other author(s). CoRR, (2023)Summarizing Patients' Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models., , , , , and . COLING, page 2979-2991. International Committee on Computational Linguistics, (2022)