Search Results - Sunyang Fu

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  1. 1

    Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice by Louis Faust, Patrick Wilson, Shusaku Asai, Sunyang Fu, Hongfang Liu, Xiaoyang Ruan, Curt Storlie

    Published in JMIR Medical Informatics (2024-06-01)
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  2. 2

    Characterizing the progression from mild cognitive impairment to dementia: a network analysis of longitudinal clinical visits by Muskan Garg, Sara Hejazi, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer St. Sauver, Sunghwan Sohn

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  3. 3

    The ENACT network is acting on housing instability and the unhoused using the open health natural language processing toolkit by Daniel R. Harris, Sunyang Fu, Andrew Wen, Alexandria Corbeau, Darren Henderson, Jordan Hilsman, David Oniani, Yanshan Wang

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  4. 4

    Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm. by Sungrim Moon, Sijia Liu, Bhavani Singh Agnikula Kshatriya, Sunyang Fu, Ethan D Moser, Suzette J Bielinski, Jungwei Fan, Hongfang Liu

    Published in PLoS ONE (2023-01-01)
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  5. 5

    Multicenter Validation of Natural Language Processing Algorithms for the Detection of Common Data Elements in Operative Notes for Total Hip Arthroplasty: Algorithm Development and... by Peijin Han, Sunyang Fu, Julie Kolis, Richard Hughes, Brian R Hallstrom, Martha Carvour, Hilal Maradit-Kremers, Sunghwan Sohn, VG Vinod Vydiswaran

    Published in JMIR Medical Informatics (2022-08-01)
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  6. 6

    Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers–Assisted Sublanguage Analysis by Liwei Wang, Huan He, Andrew Wen, Sungrim Moon, Sunyang Fu, Kevin J Peterson, Xuguang Ai, Sijia Liu, Ramakanth Kavuluru, Hongfang Liu

    Published in JMIR Medical Informatics (2023-06-01)
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  7. 7

    A scoping review of OMOP CDM adoption for cancer research using real world data by Liwei Wang, Andrew Wen, Sunyang Fu, Xiaoyang Ruan, Ming Huang, Rui Li, Qiuhao Lu, Heather Lyu, Andrew E. Williams, Hongfang Liu

    Published in npj Digital Medicine (2025-04-01)
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  8. 8

    Statins are rarely prescribed for incidentally discovered covert cerebrovascular disease: a retrospective cohort in a large electronic health record (EHR) identified using natural... by David F Kallmes, David M Kent, Hongfang Liu, Lester Y Leung, Wansu Chen, Eric Puttock, Patrick Luetmer, Sunyang Fu, Chengyi X Zheng

    Published in BMJ Neurology Open (2024-11-01)
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  9. 9

    Gated recurrent unit with decay has real-time capability for postoperative ileus surveillance and offers cross-hospital transferability by Xiaoyang Ruan, Sunyang Fu, Heling Jia, Kellie L. Mathis, Cornelius A. Thiels, Schaeferle M. Gavin, Patrick M. Wilson, Curtis B. Storlie, Hongfang Liu

    Published in Communications Medicine (2025-08-01)
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  10. 10

    The IMPACT framework and implementation for accessible in silico clinical phenotyping in the digital era by Andrew Wen, Huan He, Sunyang Fu, Sijia Liu, Kurt Miller, Liwei Wang, Kirk E. Roberts, Steven D. Bedrick, William R. Hersh, Hongfang Liu

    Published in npj Digital Medicine (2023-07-01)
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  11. 11

    Recommended practices and ethical considerations for natural language processing‐assisted observational research: A scoping review by Sunyang Fu, Liwei Wang, Sungrim Moon, Nansu Zong, Huan He, Vikas Pejaver, Rose Relevo, Anita Walden, Melissa Haendel, Christopher G. Chute, Hongfang Liu

    Published in Clinical and Translational Science (2023-03-01)
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  12. 12

    Identification of delirium from real-world electronic health record clinical notes by Jennifer St. Sauver, Sunyang Fu, Sunghwan Sohn, Susan Weston, Chun Fan, Janet Olson, Bjoerg Thorsteinsdottir, Nathan LeBrasseur, Sandeep Pagali, Walter Rocca, Hongfang Liu

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  13. 13

    Association of Incidentally Discovered Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia by David M. Kent, Lester Y. Leung, Yichen Zhou, Patrick H. Luetmer, David F. Kallmes, Jason Nelson, Sunyang Fu, Eric J. Puttock, Chengyi Zheng, Hongfang Liu, Wansu Chen

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  14. 14

    Representation is power: traditional, hybrid, and digital recruitment results from a non-randomized clinical trial engaging adolescents by Taylor 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

    Published in npj Digital Medicine (2025-10-01)
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  15. 15

    Computational drug repurposing based on electronic health records: a scoping review by Nansu Zong, Andrew Wen, Sungrim Moon, Sunyang Fu, Liwei Wang, Yiqing Zhao, Yue Yu, Ming Huang, Yanshan Wang, Gang Zheng, Michelle M. Mielke, James R. Cerhan, Hongfang Liu

    Published in npj Digital Medicine (2022-06-01)
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  16. 16

    Assessment of the impact of EHR heterogeneity for clinical research through a case study of silent brain infarction by Sunyang Fu, Lester Y. Leung, Anne-Olivia Raulli, David F. Kallmes, Kristin A. Kinsman, Kristoff B. Nelson, Michael S. Clark, Patrick H. Luetmer, Paul R. Kingsbury, David M. Kent, Hongfang Liu

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  17. 17

    Social determinants of health extraction from clinical notes across institutions using large language models by Vipina K. Keloth, Salih Selek, Qingyu Chen, Christopher Gilman, Sunyang Fu, Yifang Dang, Xinghan Chen, Xinyue Hu, Yujia Zhou, Huan He, Jungwei W. Fan, Karen Wang, Cynthia Brandt, Cui Tao, Hongfang Liu, Hua Xu

    Published in npj Digital Medicine (2025-05-01)
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  18. 18

    A framework for human evaluation of large language models in healthcare derived from literature review by Thomas Yu Chow Tam, Sonish Sivarajkumar, Sumit Kapoor, Alisa V. Stolyar, Katelyn Polanska, Karleigh R. McCarthy, Hunter Osterhoudt, Xizhi Wu, Shyam Visweswaran, Sunyang Fu, Piyush Mathur, Giovanni E. Cacciamani, Cong Sun, Yifan Peng, Yanshan Wang

    Published in npj Digital Medicine (2024-09-01)
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  19. 19

    A Case Demonstration of the Open Health Natural Language Processing Toolkit From the National COVID-19 Cohort Collaborative and the Researching COVID to Enhance Recovery Programs f... by Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Sijia Liu, David A Hanauer, Daniel R Harris, Ramakanth Kavuluru, Rui Zhang, Karthik Natarajan, Nishanth P Pavinkurve, Janos Hajagos, Sritha Rajupet, Veena Lingam, Mary Saltz, Corey Elowsky, Richard A Moffitt, Farrukh M Koraishy, Matvey B Palchuk, Jordan Donovan, Lora Lingrey, Garo Stone-DerHagopian, Robert T Miller, Andrew E Williams, Peter J Leese, Paul I Kovach, Emily R Pfaff, Mikhail Zemmel, Robert D Pates, Nick Guthe, Melissa A Haendel, Christopher G Chute, Hongfang Liu

    Published in JMIR Medical Informatics (2024-09-01)
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  20. 20

    Development and validation of natural language processing algorithms in the national ENACT network by Yanshan Wang, Jordan Hilsman, Chenyu Li, Michele Morris, Paul M. Heider, Sunyang Fu, Min Ji Kwak, Andrew Wen, Joseph R. Applegate, Liwei Wang, Elmer Bernstam, Hongfang Liu, Jack Chang, Daniel R. Harris, Alexandria Corbeau, Darren Henderson, John Osborne, Richard E. Kennedy, Nelly-Estefanie Garduno-Rapp, Justin F. Rousseau, Chao Yan, You Chen, Mayur B. Patel, Tyler J. Murphy, Bradley A. Malin, Chan Mi Park, Jungwei W. Fan, Sunghwan Sohn, Sandeep Pagali, Yifan Peng, Aman Pathak, Yonghui Wu, Zongqi Xia, Salvatore Loguercio, Steven E. Reis, Shyam Visweswaran

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