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Transfer Learning with Clinical Concept Embeddings from Large Language
Gao, Yuhe, Bao, Runxue, Ji, Yuelyu, Sun, Yiming, Song, Chenxi, Ferraro, Jeffrey P, Ye, Ye
Published in AMIA Summits on Translational Science proceedings (10.06.2025)
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Published in AMIA Summits on Translational Science proceedings (10.06.2025)
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Feasibility Assessment of a Wearable App to Manage Symptoms of Postural Orthostatic Tachycardia Syndrome Using Real-Time Heart Rate Monitoring
Gabriel, Aileen S, Tsai, Te-Yi, Reategui-Rivera, C Mahony, Rocco, Patricia, Smiley, Aref, Powers, Clayton, Brown, Jeanette P, Finkelstein, Joseph
Published in AMIA Summits on Translational Science proceedings (2025)
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Explainable Artificial Intelligence (XAI) in the Era of Large Language Models: Applying an XAI Framework in Pediatric Ophthalmology Diagnosis using the Gemini Model
Upadhyaya, Dipak P, Prantzalos, Katrina, Golnari, Pedram, Shaikh, Aasef G, Sivagnanam, Subhashini, Majumdar, Amitava, Ghasia, Fatema F, Sahoo, Satya S
Published in AMIA Summits on Translational Science proceedings (2025)
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Outpatient Portal Use and Blood Pressure Management during Pregnancy
Stamos, Athena, Fareed, Naleef
Published in AMIA Summits on Translational Science proceedings (2025)
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A Standardized Guideline for Assessing Extracted Electronic Health Records Cohorts: A Scoping Review
Songthangtham, Nattanit, Jantraporn, Ratchada, Weinfurter, Elizabeth, Simon, Gyorgy, Pan, Wei, Rajamani, Sripriya, Johnson, Steven G
Published in AMIA Summits on Translational Science proceedings (2025)
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A Method for Enabling Digital Health Technologies in Clinical and Translational Research at an Academic Medical Center
Chen, Cindy, Bradford, Laura R, Epstein, Melissa A, Gossey, J Travis, Mansour, Mohammad N, O'Connor, Christy M, Tschinkel, Brian J, Campion, Thomas R
Published in AMIA Summits on Translational Science proceedings (2025)
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Enhancing Cross-Domain Generalizability in Social Determinants of Health Extraction with Prompt-Tuning Large Language Models
Peng, Cheng, Yu, Zehao, Smith, Kaleb E, Lo-Ciganic, Wei-Hsuan, Bian, Jiang, Wu, Yonghui
Published in AMIA Summits on Translational Science proceedings (2025)
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Institutional Platform for Secure Self-Service Large Language Model Exploration
Bumgardner, V K Cody, Klusty, Mitchell A, Logan, W Vaiden, Armstrong, Samuel E, Leach, Caroline N, Hickey, Caylin, Talbert, Jeff
Published in AMIA Summits on Translational Science proceedings (2025)
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Studying Veteran food insecurity longitudinally using electronic health record data and natural language processing
Chapman, Alec B, Panadero, Talia, Dalrymple, Rachel, Cohen, Alicia, Kamdar, Nipa, Pethani, Farhana, Kalvesmaki, Andrea, Nelson, Richard E, Butler, Jorie
Published in AMIA Summits on Translational Science proceedings (2025)
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Content Analysis of Over-the-Counter Hearing Aid Reviews
Stolyar, Alisa, Katz, Jamie, Dymowski, Catherine, Lyons, Tierney, Parthasarathy, Aravind, Bharadwaj, Hari, Mormer, Elaine, Palmer, Catherine, Wang, Yanshan
Published in AMIA Summits on Translational Science proceedings (2025)
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Automatically Identifying Event Reports of Workplace Violence and Communication Failures using Large Language Models
Becker, Mike, Hwang, Sy, Schriver, Emily, Douma, Caryn, Duffy, Caoimhe, Atkins, Joshua, McShane, Caitlyn, Lubken, Jason, Hanish, Asaf, McGreevey, John D, Regli, Susan Harkness, Mowery, Danielle L
Published in AMIA Summits on Translational Science proceedings (2025)
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AI Mapping of In-House Codes to LOINC Codes Using Laboratory Test Results Excluding Test Names: Toward International Sharing of Medical Data
Shido, Noriyuki, Iwahashi, Yuma, Ohsawa, Hidenari, Furuya, Katsushige, Sakai, Yasumichi, Ishii, Masamichi, Hoshimoto, Hiroyuki, Namiki, Nobukazu, Miyo, Kengo
Published in AMIA Summits on Translational Science proceedings (2025)
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Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs
Shang, Tianqi, Yang, Shu, He, Weiqing, Zhai, Tianhua, Li, Dawei, Hou, Bojian, Chen, Tianlong, Moore, Jason H, Ritchie, Marylyn D, Shen, Li
Published in AMIA Summits on Translational Science proceedings (2025)
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Published in AMIA Summits on Translational Science proceedings (2025)
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