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A multi-label classifier to screen different types of substance misuse in hospitalized patients.

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

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A scoping review of publicly available language tasks in clinical natural language processing., , , , , , , , , and . J. Am. Medical Informatics Assoc., 29 (10): 1797-1806 (2022)DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing., , , , , , and . J. Biomed. Informatics, (February 2023)Identifying infected patients using semi-supervised and transfer learning., , , , , , , , , and 3 other author(s). J. Am. Medical Informatics Assoc., 29 (10): 1696-1704 (2022)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)Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction., , , , , , and . CoRR, (2023)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)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)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)