Sunyang Fu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 40

Top Topics

Diffusion Weighted Imaging

Clinical Practice

Electronic Health Record

Top Venues

JMIR medical informatics

Journal of the American Medical Informatics Association : JAMIA

Journal of the American Heart Association

This page only lists publications with an associated author ORCID identifier.

Publications

Sunyang Fu, Liwei Wang, Huan He, Andrew Wen, Nansu Zong, Anamika Kumari, Feifan Liu, Sicheng Zhou, Rui Zhang, Chenyu Li, Yanshan Wang, Jennifer St Sauver, Hongfang Liu, Sunghwan Sohn
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction. Journal of the American Medical Informatics Association : JAMIA 31 (7) (2024)
Louis Faust, Patrick M Wilson, Shusaku Asai, Sunyang Fu, Hongfang Liu, Xiaoyang Ruan, Curtis B Storlie
Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice. JMIR medical informatics 12 (2024)
Louis Faust, Patrick M Wilson, Shusaku Asai, Sunyang Fu, Hongfang Liu, Xiaoyang Ruan, Curtis B Storlie
Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice. JMIR medical informatics 12 (2024)
Yang Ren, Yuqi Wu, Jungwei W Fan, Aditya Khurana, Sunyang Fu, Dezhi Wu, Hongfang Liu, Ming Huang
Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models. Journal of the American Medical Informatics Association : JAMIA 31 (8) (2024)
Louis Faust, Patrick M Wilson, Shusaku Asai, Sunyang Fu, Hongfang Liu, Xiaoyang Ruan, Curtis B Storlie
Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice. JMIR medical informatics 12 (2024)
Yang Ren, Yuqi Wu, Jungwei W Fan, Aditya Khurana, Sunyang Fu, Dezhi Wu, Hongfang Liu, Ming Huang
Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models. Journal of the American Medical Informatics Association : JAMIA 31 (8) (2024)
Sunyang Fu, Liwei Wang, Huan He, Andrew Wen, Nansu Zong, Anamika Kumari, Feifan Liu, Sicheng Zhou, Rui Zhang, Chenyu Li, Yanshan Wang, Jennifer St Sauver, Hongfang Liu, Sunghwan Sohn
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction. Journal of the American Medical Informatics Association : JAMIA 31 (7) (2024)
Sunyang Fu, Liwei Wang, Huan He, Andrew Wen, Nansu Zong, Anamika Kumari, Feifan Liu, Sicheng Zhou, Rui Zhang, Chenyu Li, Yanshan Wang, Jennifer St Sauver, Hongfang Liu, Sunghwan Sohn
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction. Journal of the American Medical Informatics Association : JAMIA 31 (7) (2024)
Sunyang Fu, Liwei Wang, Huan He, Andrew Wen, Nansu Zong, Anamika Kumari, Feifan Liu, Sicheng Zhou, Rui Zhang, Chenyu Li, Yanshan Wang, Jennifer St Sauver, Hongfang Liu, Sunghwan Sohn
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction. Journal of the American Medical Informatics Association : JAMIA (2024)
Sunyang Fu, Liwei Wang, Huan He, Andrew Wen, Nansu Zong, Anamika Kumari, Feifan Liu, Sicheng Zhou, Rui Zhang, Chenyu Li, Yanshan Wang, Jennifer St Sauver, Hongfang Liu, Sunghwan Sohn
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction. Journal of the American Medical Informatics Association : JAMIA 31 (7) (2024)
Xiaoqian Jiang, Liwei Wang, Huan He, Sunyang Fu, Sijia Liu, David A Hanauer, Daniel R Harris, Ramakanth Kavuluru, Rui Zhang, Karthik Natarajan, Nishanth P Pavinkurve, Janos G 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 Rose Pfaff, Mikhail Zemmel, Robert D Pates, Nick Guthe, Melissa A Haendel, Christopher G Chute, Hongfang Liu, null null, null null
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 for a Natural Language Processing System for COVID-19 or Postacute Sequelae of SARS CoV-2 Infection: Algorithm Development and Validation. JMIR medical informatics 12 (2024)
Louis Faust, Patrick M Wilson, Shusaku Asai, Sunyang Fu, Hongfang Liu, Xiaoyang Ruan, Curtis B Storlie
Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice. JMIR medical informatics 12 (2024)
Yang Ren, Yuqi Wu, Jungwei W Fan, Aditya Khurana, Sunyang Fu, Dezhi Wu, Hongfang Liu, Ming Huang
Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models. Journal of the American Medical Informatics Association : JAMIA (2024)
Kai Zhang, Rong Zhou, Eashan Adhikarla, Zhiling Yan, Yixin Liu, Jun Yu, Zhengliang Liu, Xun Chen, Brian D Davison, Hui Ren, Jing Huang, Chen Chen, Yuyin Zhou, Sunyang Fu, Wei Liu, Tianming Liu, Xiang Li, Yong Chen, Lifang He, James Y Zou, Quanzheng Li, Hongfang Liu, Lichao Sun
A generalist vision-language foundation model for diverse biomedical tasks. Nature medicine (2024)
Yang Ren, Yuqi Wu, Jungwei W Fan, Aditya Khurana, Sunyang Fu, Dezhi Wu, Hongfang Liu, Ming Huang
Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models. Journal of the American Medical Informatics Association : JAMIA 31 (8) (2024)
Yifang Dang, Fang Li, Xinyue Hu, Vipina K Keloth, Meng Zhang, Sunyang Fu, Muhammad Tuan Amith, J Wilfred Fan, Jingcheng Du, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao
Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO). Journal of the American Medical Informatics Association : JAMIA (2023)
Liwei Wang, Huan He, Xiaoqian Jiang, Sungrim Moon, Sunyang Fu, Kevin Jerrold Peterson, Xuguang Ai, Sijia Liu, Ramakanth Kavuluru, Hongfang Liu
Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers-Assisted Sublanguage Analysis. JMIR medical informatics 11 (2023)
Sungrim Moon, Sijia Liu, Bhavani Singh Agnikula Kshatriya, Sunyang Fu, Ethan D Moser, Suzette J Bielinski, Jungwei Wilfred Fan, Hongfang Liu
Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm. PloS one 18 (3) (2023)
Liwei Wang, Huan He, Xiaoqian Jiang, Sungrim Moon, Sunyang Fu, Kevin Jerrold Peterson, Xuguang Ai, Sijia Liu, Ramakanth Kavuluru, Hongfang Liu
Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers-Assisted Sublanguage Analysis. JMIR medical informatics 11 (2023)
Sungrim Moon, Sijia Liu, Bhavani Singh Agnikula Kshatriya, Sunyang Fu, Ethan D Moser, Suzette J Bielinski, Jungwei Wilfred Fan, Hongfang Liu
Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm. PloS one 18 (3) (2023)
Sungrim Moon, Sijia Liu, Bhavani Singh Agnikula Kshatriya, Sunyang Fu, Ethan D Moser, Suzette J Bielinski, Jungwei Wilfred Fan, Hongfang Liu
Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm. PloS one 18 (3) (2023)
Nansu Zong, Xiaoqian Jiang, Sungrim Moon, Sunyang Fu, Liwei Wang, Yiqing Zhao, Yue Yu, Ming Huang, Yanshan Wang, Gang Zheng, Michelle M Mielke, James R Cerhan, Hongfang Liu
Computational drug repurposing based on electronic health records: a scoping review. NPJ digital medicine 5 (1) (2022)
Peijin Han, Sunyang Fu, Julie Kolis, Richard E Hughes, Brian R Hallstrom, Martha L Carvour, Hilal Maradit-Kremers, Sunghwan Sohn, V G Vinod Vydiswaran
Multicenter Validation of Natural Language Processing Algorithms for the Detection of Common Data Elements in Operative Notes for Total Hip Arthroplasty: Algorithm Development and Validation. JMIR medical informatics 10 (8) (2022)
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
Association of Incidentally Discovered Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia. Journal of the American Heart Association 12 (1) (2022)
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
Association of Incidentally Discovered Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia. Journal of the American Heart Association (2022)
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
Association of Incidentally Discovered Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia. Journal of the American Heart Association 12 (1) (2022)
Sunyang Fu, Guilherme S Lopes, Sandeep R Pagali, Bjoerg Thorsteinsdottir, Nathan K LeBrasseur, Andrew Wen, Hongfang Liu, Walter A Rocca, Janet E Olson, Jennifer St Sauver, Sunghwan Sohn
Ascertainment of Delirium Status Using Natural Language Processing From Electronic Health Records. The journals of gerontology. Series A, Biological sciences and medical sciences 77 (3) (2022)
Sunyang Fu, Liwei Wang, Sungrim Moon, Nansu Zong, Huan He, Vikas Pejaver, Rose Relevo, Anita Walden, Melissa Haendel, Christopher G Chute, Hongfang Liu
Recommended Practices and Ethical Considerations for Natural Language Processing-Assisted Observational Research: A Scoping Review. Clinical and translational science (2022)
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
Association of Incidentally Discovered Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia. Journal of the American Heart Association 12 (1) (2022)
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
Association of Incidentally Discovered Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia. Journal of the American Heart Association 12 (1) (2022)
Liwei Wang, Sunyang Fu, Xiaoqian Jiang, Xiaoyang Ruan, Huan He, Sijia Liu, Sungrim Moon, Michelle Mai, Irbaz Bin Riaz, Nan Wang, Ping Yang, Hua Xu, Jeremy L Warner, Hongfang Liu
Assessment of Electronic Health Record for Cancer Research and Patient Care Through a Scoping Review of Cancer Natural Language Processing. JCO clinical cancer informatics 6 (2022)
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
Association of Incidentally Discovered Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia. Journal of the American Heart Association 12 (1) (2022)
Feichen Shen, Sijia Liu, Sunyang Fu, Yanshan Wang, Sam Henry, Özlem Uzuner, Hongfang Liu
Family History Extraction From Synthetic Clinical Narratives Using Natural Language Processing: Overview and Evaluation of a Challenge Data Set and Solutions for the 2019 National NLP Clinical Challenges (n2c2)/Open Health Natural Language Processing (OHNLP) Competition. JMIR medical informatics 9 (1) (2021)
George Mastorakos, Aditya Khurana, Ming Huang, Sunyang Fu, Ahmad P Tafti, Jungwei Wilfred Fan, Hongfang Liu
Probing Patient Messages Enhanced by Natural Language Processing: A Top-Down Message Corpus Analysis. Health data science 2021 (2021)
George Mastorakos, Aditya Khurana, Ming Huang, Sunyang Fu, Ahmad P Tafti, Jungwei Wilfred Fan, Hongfang Liu
Probing Patient Messages Enhanced by Natural Language Processing: A Top-Down Message Corpus Analysis. Health data science 2021 (2021)
Yiqing Zhao, Sunyang Fu, Suzette J Bielinski, Paul A Decker, Alanna M Chamberlain, Véronique L Roger, Hongfang Liu, Nicholas B Larson
Natural Language Processing and Machine Learning for Identifying Incident Stroke From Electronic Health Records: Algorithm Development and Validation. Journal of medical Internet research 23 (3) (2021)
Yanshan Wang, Sunyang Fu, Feichen Shen, Sam Henry, Özlem Uzuner, Hongfang Liu
The 2019 n2c2/OHNLP Track on Clinical Semantic Textual Similarity: Overview. JMIR medical informatics 8 (11) (2020)
Luke A Carlson, Molly Moore Jeffery, Sunyang Fu, Huan He, Rozalina Grubina McCoy, Yanshan Wang, William Michael Hooten, Jennifer L St Sauver, Hongfang Liu, Jungwei Wilfred Fan
Characterizing Chronic Pain Episodes in Clinical Text at Two Health Care Systems: Comprehensive Annotation and Corpus Analysis. JMIR medical informatics 8 (11) (2020)
Sunyang Fu, Lester Y Leung, Yanshan Wang, 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
Natural Language Processing for the Identification of Silent Brain Infarcts From Neuroimaging Reports. JMIR medical informatics 7 (2) (2019)
Xiaoqian Jiang, Sunyang Fu, Sungrim Moon, Mohamed Y Elwazir, Andrew N Rosenbaum, Vinod C Kaggal, Sijia Liu, Sunghwan Sohn, Hongfang Liu, Jungwei Fan
Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation. NPJ digital medicine 2 (2019)