Promises and perils of the FDA's over-the-counter naloxone reclassification by David T. Zhu, Suzanne Tamang, Keith Humphreys

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cpgQA: A Benchmark Dataset for Machine Reading Comprehension Tasks on Clinical Practice Guidelines and a Case Study Using Transfer Learning by Maria Mahbub, Edmon Begoli, Susana Martins, Alina Peluso, Suzanne Tamang, Gregory Peterson

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Practical Considerations for Developing Clinical Natural Language Processing Systems for Population Health Management and Measurement by Suzanne Tamang, Marie Humbert-Droz, Milena Gianfrancesco, Zara Izadi, Gabriela Schmajuk, Jinoos Yazdany

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Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patients. by Maria Mahbub, Sudarshan Srinivasan, Ioana Danciu, Alina Peluso, Edmon Begoli, Suzanne Tamang, Gregory D Peterson

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Risk of primary gastrointestinal cancers following incident non-metastatic breast cancer: a Danish population-based cohort study by Henrik Toft Sørensen, Mark R Cullen, Lidia Schapira, Kasper Adelborg, Jens Sundbøll, Dóra Körmendiné Farkas, Suzanne Tamang, Deirdre Cronin-Fenton

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Preparing for the next pandemic via transfer learning from existing diseases with hierarchical multi-modal BERT: a study on COVID-19 outcome prediction by Khushbu Agarwal, Sutanay Choudhury, Sindhu Tipirneni, Pritam Mukherjee, Colby Ham, Suzanne Tamang, Matthew Baker, Siyi Tang, Veysel Kocaman, Olivier Gevaert, Robert Rallo, Chandan K Reddy

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Editorial: Artificial intelligence for human function and disability by Denis R. Newman-Griffis, Denis R. Newman-Griffis, Bart Desmet, Ayah Zirikly, Ayah Zirikly, Suzanne Tamang, Chih-Hung Chang, Chih-Hung Chang, Chih-Hung Chang

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Question-answering system extracts information on injection drug use from clinical notes by Maria Mahbub, Ian Goethert, Ioana Danciu, Kathryn Knight, Sudarshan Srinivasan, Suzanne Tamang, Karine Rozenberg-Ben-Dror, Hugo Solares, Susana Martins, Jodie Trafton, Edmon Begoli, Gregory D. Peterson

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Ten Rules for Conducting Retrospective Pharmacoepidemiological Analyses: Example COVID-19 Study by Michael Powell, Allison Koenecke, James Brian Byrd, Akihiko Nishimura, Maximilian F. Konig, Maximilian F. Konig, Ruoxuan Xiong, Sadiqa Mahmood, Vera Mucaj, Chetan Bettegowda, Chetan Bettegowda, Liam Rose, Suzanne Tamang, Adam Sacarny, Brian Caffo, Susan Athey, Elizabeth A. Stuart, Joshua T. Vogelstein, Joshua T. Vogelstein

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High dimensional predictions of suicide risk in 4.2 million US Veterans using ensemble transfer learning by Sayera Dhaubhadel, Kumkum Ganguly, Ruy M. Ribeiro, Judith D. Cohn, James M. Hyman, Nicolas W. Hengartner, Beauty Kolade, Anna Singley, Tanmoy Bhattacharya, Patrick Finley, Drew Levin, Haedi Thelen, Kelly Cho, Lauren Costa, Yuk-Lam Ho, Amy C. Justice, John Pestian, Daniel Santel, Rafael Zamora-Resendiz, Silvia Crivelli, Suzanne Tamang, Susana Martins, Jodie Trafton, David W. Oslin, Jean C. Beckham, Nathan A. Kimbrel, Million Veteran Program Suicide Exemplar Work Group, Benjamin H. McMahon

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