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Filling the gaps: leveraging large language models for temporal harmonization of clinical text across multiple medical visits for clinical prediction

2024-05-07 | Preprint
Contributors: Inyoung Choi; Qi Long; Emily Getzen
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Leveraging informative missing data to learn about acute respiratory distress syndrome and mortality in long-term hospitalized COVID-19 patients throughout the years of the pandemic

2023-12-19 | Preprint
Contributors: Emily Getzen; Amelia LM Tan; Gabriel Brat; Gilbert S. Omenn; Zachary Strasser; Qi Long; John H. Holmes; Danielle Mowery
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Informative Missingness: What can we learn from patterns in missing laboratory data in the electronic health record?

2022-05-10 | Preprint
Contributors: Amelia L.M. Tan; Emily J. Getzen; Meghan R. Hutch; Zachary H. Strasser; Alba Gutiérrez-Sacristán; Trang T. Le; Arianna Dagliati; Michele Morris; David A. Hanauer; Bertrand Moal et al.
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Mining for Equitable Health: Assessing the Impact of Missing Data in Electronic Health Records

2022-05-10 | Preprint
Contributors: Emily Getzen; Lyle Ungar; Danielle Mowery; Xiaoqian Jiang; Qi Long
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