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 2024-06-01

Probing Patient Messages Enhanced by Natural Language Processing: A Top-Down Message Corpus Analysis

by George Mastorakos, Aditya Khurana, Ming Huang, Sunyang Fu, Ahmad P. Tafti, Jungwei Fan, Hongfang Liu
Published 2021-01-01

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

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 2023-01-01

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 2022-08-01

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 2023-06-01

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 2023-03-01

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 2023-07-01

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
Published 2023-01-01

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
Published 2023-01-01

Agreement between neuroimages and reports for natural language processing-based detection of silent brain infarcts and white matter disease

by Lester Y. Leung, Sunyang Fu, Patrick H. Luetmer, David F. Kallmes, Neel Madan, Gene Weinstein, Vance T. Lehman, Charlotte H. Rydberg, Jason Nelson, Hongfang Liu, David M. Kent
Published 2021-05-01

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 2022-06-01

Impact of Diverse Data Sources on Computational Phenotyping

by Liwei Wang, Janet E. Olson, Janet E. Olson, Suzette J. Bielinski, Jennifer L. St. Sauver, Sunyang Fu, Huan He, Mine S. Cicek, Matthew A. Hathcock, James R. Cerhan, Hongfang Liu
Published 2020-06-01

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
Published 2020-03-01

Quality assessment of functional status documentation in EHRs across different healthcare institutions

by Sunyang Fu, Maria Vassilaki, Omar A. Ibrahim, Ronald C. Petersen, Ronald C. Petersen, Sandeep Pagali, Jennifer St Sauver, Sungrim Moon, Liwei Wang, Jungwei W. Fan, Jungwei W. Fan, Hongfang Liu, Sunghwan Sohn
Published 2022-09-01

Patients’ Perspective About the Cost of Diabetes Management: An Analysis of Online Health Communities

by Catherine C. Gao, MD, Nataly R. Espinoza Suarez, MD, Freddy J.K. Toloza, MD, Ariana S. Malaga Zuniga, Sarah R. McCarthy, PhD, MPH, LP, Kasey R. Boehmer, MPH, PhD, Lixia Yao, PhD, Sunyang Fu, PhD, Juan P. Brito, MD, MSc
Published 2021-10-01