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Sunyang Fu

dell medical school

22H-index
162Paper Count
2.3KCitation Count
Published Papers 51
Publication Date
A machine-assisted framework for systematic error analysis in clinical concept extraction
err2026-08-26
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errSunyang Fu; Qiuhao Lu; Jaerong Ahn; Fang Chen; Hanyun Yin; Julia Wen; Zhiyi Yue; Taylor Harrison; Jiang Jun; Xiaoyang Ruan; Ming Huang; Andrew Wen; Liwei Wang; Min Ji Kwak; Nahid Rianon; Yanshan Wang; Ruihong Huang; Hongfang Liu
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A landscape analysis of access, equity, and reporting trends in digital health randomized controlled trials
err2026-08-06
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errTaylor B. Harrison; Dian Hu; Fang Chen; Qiuhao Lu; Heling Jia; Shyang Hong Tan; Jennifer St. Sauver; Sunyang Fu; Hongfang Liu
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PathInteract: a video analysis suite for capturing and analyzing pathology slide reviewing interactions
err2026-07-28
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errJun Jiang; Qiangqiang Gu; Xin Zhou; Ruifeng Guo; Sunyang Fu; Andrew Wen; Liwei Wang; Nianyi Li; Qiuhao Lu; Rongzhen Zhang; Alexexander Banerjee DO; Peiliang Lou; Chen Wang; Yanshan Wang; Hongfang Liu
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A dynamic risk prediction framework for Alzheimer's disease and related dementias with interpretability
err2026-05-15
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errXiaoyang Ruan; Shuyu Lu; Sunyang Fu; Jaerong Ahn; Fang Chen; Rui Li; Andrew Wen; Liwei Wang; Ezenwa Onyema; Victoria Tang; Hongfang Liu
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Context matching is not reasoning when performing generalized clinical evaluation of generative language models
err2025-12-27
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errAndrew Wen; Qiuhao Lu; Yu-Neng Chuang; Guanchu Wang; Jiayi Yuan; Jiamu Zhang; Liwei Wang; Sunyang Fu; Kurt D. Miller; Heling Jia; Steven D. Bedrick; William R. Hersh; Kirk E. Roberts; Xia Hu; Hongfang Liu
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Advancing delirium detection through the Open Health Natural Language Processing Consortium and the Evolve to Next-Gen Accrual to Clinical Trials Network
err2025-12-01
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PREAI
errFu, Sunyang; Kwak, Min Ji; Ahn, Jaerong; Yue, Zhiyi; Ranganath, Shreyas; Applegate, Joseph R.; Wen, Andrew; Wang, Liwei; Li, Chenyu; Morris, Michele; Toth, Kelly M.; Girard, Timothy D.; Osborne, John D.; Kennedy, Richard E.; Garduno-Rapp, Nelly-Estefanie; Reeder, Phillip; Rousseau, Justin F.; Yan, Chao; Chen, You; Patel, Mayur B.; Murphy, Tyler J.; Malin, Bradley A.; Park, Chan Mi; Jia, Heling; Pagali, Sandeep; Palmer, Allyson K.; St Sauver, Jennifer; Sohn, Sunghwan; Bernstam, Elmer, V; Visweswaran, Shyam; Wang, Yanshan; Liu, Hongfang
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Representation is power: traditional, hybrid, and digital recruitment results from a non-randomized clinical trial engaging adolescents
err2025-10-07
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errTaylor B. Harrison; Jessica A. Sinclair; Lisa J. Martin; Kristin Childers-Buschle; Holly Elder; Sunyang Fu; Hongfang Liu; William B. Brinkman; Melanie F. Myers; Michelle L. McGowan
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Gated recurrent unit with decay has real-time capability for postoperative ileus surveillance and offers cross-hospital transferability
err2025-08-04
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errXiaoyang Ruan; Sunyang Fu; Heling Jia; Kellie L. Mathis; Cornelius A. Thiels; Schaeferle M. Gavin; Patrick M. Wilson; Curtis B. Storlie; Hongfang Liu
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Social determinants of health extraction from clinical notes across institutions using large language models
err2025-05-17
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errKeloth, Vipina K.; Selek, Salih; Chen, Qingyu; Gilman, Christopher; Fu, Sunyang; Dang, Yifang; Chen, Xinghan; Hu, Xinyue; Zhou, Yujia; He, Huan; Fan, Jungwei W.; Wang, Karen; Brandt, Cynthia; Tao, Cui; Liu, Hongfang
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A scoping review of OMOP CDM adoption for cancer research using real world data
err2025-04-07
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errWang, Liwei; Wen, Andrew; Fu, Sunyang; Ruan, Xiaoyang; Huang, Ming; Li, Rui; Lu, Qiuhao; Lyu, Heather; Williams, Andrew E.; Liu, Hongfang
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Mortality Outcomes in a Large Population with and without Covert Cerebrovascular Disease
err2025-01-01
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errClancy, Una; Puttock, Eric J.; Chen, Wansu; Whiteley, William; Vickery, Ellen M.; Leung, Lester Y.; Luetmer, Patrick H.; Kallmes, David F.; Fu, Sunyang; Zheng, Chengyi; Liu, Hongfang; Kent, David M.
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APPLICATION OF THE CLAIM-BASED FRAILTY INDEX (CFI) TO STRUCTURED ELECTRONIC HEALTH RECORD (EHR) DATA
err2024-12-31
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errKwak, Min Ji; Schaefer, Caroline; Kim, Youngran; Fu, Sunyang; Dhoble, Abhjieet; Rianon, Nahid; Holmes, Holly; Kim, Dae Hyun
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Characterizing the progression from mild cognitive impairment to dementia: a network analysis of longitudinal clinical visits
err2024-10-18
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errGarg, Muskan; Hejazi, Sara; Fu, Sunyang; Vassilaki, Maria; Petersen, Ronald C.; Sauver, Jennifer St; Sohn, Sunghwan
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A framework for human evaluation of large language models in healthcare derived from literature review
err2024-09-28
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errTam, Thomas Yu Chow; Sivarajkumar, Sonish; Kapoor, Sumit; Stolyar, Alisa V.; Polanska, Katelyn; McCarthy, Karleigh R.; Osterhoudt, Hunter; Wu, Xizhi; Visweswaran, Shyam; Fu, Sunyang; Mathur, Piyush; Cacciamani, Giovanni E.; Sun, Cong; Peng, Yifan; Wang, Yanshan
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A Case Demonstration of the Open Health Natural LanguageProcessing Toolkit From the National COVID-19 CohortCollaborative and the Researching COVID to Enhance RecoveryPrograms for a Natural Language Processing System forCOVID-19 or Postacute Sequelae of SARS CoV-2 Infection:Algorithm Development and Validation
err2024-09-09
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errWen, Andrew; Wang, Liwei; He, Huan; Fu, Sunyang; Liu, Sijia; Hanauer, David A.; Harris, Daniel R.; Kavuluru, Ramakanth; Zhang, Rui; Natarajan, Karthik; Pavinkurve, Nishanthp; Hajagos, Janos; Rajuper, Sritha; Lingam, Veena; Saltz, Mary; Elowsky, Corey; Moffitt, Richard A.; Koraishy, Farrukh M.; Palchuk, Matvey B.; Donovan, Jordan; Lingrey, Lora; Stone-DerHagopian, Garo; Miller, Robert T.; Williams, Andrew E.; Leese, Peter J.; Kovach, Paul, I; Pfaff, Emily R.; Zemme, Mikhail; Pates, Robert D.; Guthe, Nick; Haendel, Melissa A.; Chute, Christopher G.; Liu, Hongfang
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A generalist vision-language foundation model for diverse biomedical tasks
err2024-08-07
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PREAI
errZhang, Kai; Zhou, Rong; Adhikarla, Eashan; Yan, Zhiling; Liu, Yixin; Yu, Jun; Liu, Zhengliang; Chen, Xun; Davison, Brian D.; Ren, Hui; Huang, Jing; Chen, Chen; Zhou, Yuyin; Fu, Sunyang; Liu, Wei; Liu, Tianming; Li, Xiang; Chen, Yong; He, Lifang; Zou, James; Li, Quanzheng; Liu, Hongfang; Sun, Lichao
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Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice
err2024-06-28
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errFaust, Louis; Wilson, Patrick; Asai, Shusaku; Fu, Sunyang; Liu, Hongfang; Ruan, Xiaoyang; Storlie, Curt
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FedFSA: Hybrid and federated framework for functional status ascertainment across institutions
err2024-04-01
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PREAI
errFu, Sunyang; Jia, Heling; Vassilaki, Maria; Keloth, Vipina K.; Dang, Yifang; Zhou, Yujia; Garg, Muskan; Petersen, Ronald C.; St Sauver, Jennifer; Moon, Sungrim; Wang, Liwei; Wen, Andrew; Li, Fang; Xu, Hua; Tao, Cui; Fan, Jungwei; Liu, Hongfang; Sohn, Sunghwan
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External Validation of Natural Language Processing Algorithms to Extract Common Data Elements in THA Operative Notes
err2023-10-01
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PREAI
errWyles, Cody C.; Fu, Sunyang; Odum, Susan L.; Rowe, Taylor; Habet, Nahir A.; Berry, Daniel J.; Lewallen, David G.; Maradit-Kremers, Hilal; Sohn, Sunghwan; Springer, Bryan D.
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Characterizing Performance Gaps of a Code-Based Dementia Algorithm in a Population-Based Cohort of Cognitive Aging
err2023-08-24
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errVassilaki, Maria; Fu, Sunyang; Christenson, Luke R.; Garg, Muskan; Petersen, Ronald C.; St Sauver, Jennifer; Sohn, Sunghwan
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