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S. Fu · SciRah

Researcher profile · Semantic Scholar

S. Fu

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S. Fu — researcher profile on SciRah

h-index: 23
Works: 119
Citations: 2,643

Most-cited papers

A generalist vision–language foundation model for diverse biomedical tasks
Kai Zhang, Rong Zhou, Eashan Adhikarla, Zhiling Yan +19 more
2023Nature Medicine478 citations Open access
Semantic Scholar
A framework for human evaluation of large language models in healthcare derived from literature review
Thomas Yu Chow Tam, Sonish Sivarajkumar, S. Kapoor, Alisa V. Stolyar +11 more
2024npj Digital Medicine441 citations Open access
Semantic Scholar
Clinical Concept Extraction: a Methodology Review
S. Fu, David Chen, Huan He, Sijia Liu +9 more
2020Journal of Biomedical Informatics166 citations Open access
Semantic Scholar
BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks
Kai Zhang, Jun Yu, Zhiling Yan, Yixin Liu +12 more
2023arXiv.org113 citations Open access
Semantic Scholar
The 2019 n2c2/OHNLP Track on Clinical Semantic Textual Similarity: Overview
Yan-Shan Wang, S. Fu, Fei-Chen Shen, Sam Henry +2 more
2020JMIR Medical Informatics70 citations Open access
Semantic Scholar
Computational drug repurposing based on electronic health records: a scoping review
N. Zong, Andrew Wen, S. Moon, S. Fu +9 more
2022npj Digital Medicine55 citations Open access
Semantic Scholar
Automated Detection of Periprosthetic Joint Infections and Data Elements Using Natural Language Processing
S. Fu, C. Wyles, D. Osmon, Martha L. Carvour +7 more
2020Journal of Arthroplasty49 citations Open access
Semantic Scholar
Ascertainment of delirium status using natural language processing from electronic health records.
S. Fu, Guilherme S. Lopes, Sandeep R. Pagali, B. Thorsteinsdottir +7 more
2020The journals of gerontology. Series A, Biological sciences and medical sciences45 citations Open access
Semantic Scholar
Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Knee Arthroplasty
Elham Sagheb, Taghi Ramazanian, A. P. Tafti, S. Fu +5 more
2020Journal of Arthroplasty44 citations Open access
Semantic Scholar
Assessment of Electronic Health Record for Cancer Research and Patient Care Through a Scoping Review of Cancer Natural Language Processing
Li-Wei Wang, S. Fu, Andrew Wen, Xiao-Yang Ruan +10 more
2022JCO Clinical Cancer Informatics42 citations Open access
Semantic Scholar
Assessment of the impact of EHR heterogeneity for clinical research through a case study of silent brain infarction
S. Fu, L. Leung, Anne-Olivia Raulli, D. Kallmes +7 more
2020BMC Medical Informatics and Decision Making42 citations Open access
Semantic Scholar
Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN
Ziyi Chen, Ren Yang, S. Fu, N. Zong +2 more
2023IEEE International Conference on Healthcare Informatics34 citations Open access
Semantic Scholar
Natural Language Processing and Machine Learning for Identifying Incident Stroke From Electronic Health Records: Algorithm Development and Validation
Yi-Qing Zhao, S. Fu, S. Bielinski, P. Decker +4 more
2021Journal of Medical Internet Research33 citations Open access
Semantic Scholar
A Hybrid Model to Identify Fall Occurrence from Electronic Health Records
S. Fu, B. Thorsteinsdottir, Xin Zhang, Guilherme S. Lopes +8 more
2022Int. J. Medical Informatics30 citations Open access
Semantic Scholar
Prediction Models for Knee Osteoarthritis: Review of Current Models and Future Directions.
Taghi Ramazanian, S. Fu, S. Sohn, M. Taunton +1 more
2023The Archives of Bone & Joint Surgery29 citations
Semantic Scholar
Association of Silent Cerebrovascular Disease Identified Using Natural Language Processing and Future Ischemic Stroke
D. Kent, L. Leung, Yichen Zhou, P. Luetmer +6 more
2021Neurology27 citations Open access
Semantic Scholar
Assessment of Data Quality Variability across Two EHR Systems through a Case Study of Post-Surgical Complications.
S. Fu, Andrew Wen, Gavin M. Schaeferle, Patrick M. Wilson +5 more
2022AMIA ... Annual Symposium proceedings. AMIA Symposium25 citations
Semantic Scholar
Real-time risk prediction of colorectal surgery-related post-surgical complications using GRU-D model
Xiao-Yang Ruan, S. Fu, Curtis B. Storlie, K. Mathis +2 more
2022Journal of Biomedical Informatics25 citations Open access
Semantic Scholar
External Validation of Natural Language Processing Algorithms to Extract Common Data Elements in THA Operative Notes
C. Wyles, S. Fu, Susan L. Odum, Taylor Rowe +6 more
2022Journal of Arthroplasty24 citations
Semantic Scholar
Recommended practices and ethical considerations for natural language processing‐assisted observational research: A scoping review
S. Fu, Li-Wei Wang, S. Moon, N. Zong +7 more
2022Clinical and Translational Science21 citations Open access
Semantic Scholar
An Aberration Detection-Based Approach for Sentinel Syndromic Surveillance of COVID-19 and Other Novel Influenza-Like Illnesses
Andrew Wen, Li-Wei Wang, Huan He, Si-Jia Liu +9 more
2020Journal of Biomedical Informatics20 citations Open access
Semantic Scholar
An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)
Sijia Liu, Andrew Wen, Li-Wei Wang, Huan He +24 more
2021J. Am. Medical Informatics Assoc.19 citations Open access
Semantic Scholar
Identification of delirium from real-world electronic health record clinical notes
J. S. St. Sauver, S. Fu, S. Sohn, Susan A. Weston +7 more
2023Journal of Clinical and Translational Science17 citations Open access
Semantic Scholar
Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice
L. Faust, Patrick Wilson, Shusaku W. Asai, S. Fu +3 more
2023JMIR Medical Informatics17 citations Open access
Semantic Scholar
Systematic Design and Evaluation of Social Determinants of Health Ontology (SDoHO)
Yifang Dang, Fang Li, Xin-Yue Hu, V. Keloth +10 more
2022J. Am. Medical Informatics Assoc.17 citations Open access
Semantic Scholar
Association of Incidentally Discovered Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia
D. Kent, L. Leung, Yichen Zhou, P. Luetmer +7 more
2022Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease16 citations Open access
Semantic Scholar
Natural Language Processing CAM Algorithm Improves Delirium Detection Compared With Conventional Methods.
Sandeep R. Pagali, Rakesh Kumar, S. Fu, S. Sohn +1 more
2022American Journal of Medical Quality16 citations
Semantic Scholar
BETA: a comprehensive benchmark for computational drug–target prediction
N. Zong, Ning Li, Andrew Wen, V. Ngo +9 more
2022Briefings Bioinform.16 citations Open access
Semantic Scholar
Patients’ Perspective About the Cost of Diabetes Management: An Analysis of Online Health Communities
Catherine C. Gao, N. Espinoza Suarez, Freddy J. K. Toloza, Ariana S. Malaga Zuniga +5 more
2021Mayo Clinic Proceedings: Innovations, Quality & Outcomes16 citations Open access
Semantic Scholar
Quality assessment of functional status documentation in EHRs across different healthcare institutions
S. Fu, M. Vassilaki, Omar A. Ibrahim, R. C. Petersen +7 more
2022Frontiers in Digital Health15 citations Open access
Semantic Scholar
Agreement between neuroimages and reports for natural language processing-based detection of silent brain infarcts and white matter disease
L. Leung, S. Fu, P. Luetmer, D. Kallmes +7 more
2021BMC Neurology14 citations Open access
Semantic Scholar
Classification of Patient Portal Messages with BERT-based Language Models
Yang Ren, Dezhi Wu, Aditya Khurana, George M. Mastorakos +5 more
2023IEEE International Conference on Healthcare Informatics13 citations
Semantic Scholar
Probing Patient Messages Enhanced by Natural Language Processing: A Top-Down Message Corpus Analysis
George M. Mastorakos, Aditya Khurana, Ming Huang, S. Fu +3 more
2021Health Data Science13 citations Open access
Semantic Scholar
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
Fei-Chen Shen, Sijia Liu, S. Fu, Yan-Shan Wang +3 more
2020JMIR Medical Informatics13 citations Open access
Semantic Scholar
Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models
Yang Ren, Yu-Qi Wu, J. Fan, Aditya Khurana +4 more
2024J. Am. Medical Informatics Assoc.12 citations Open access
Semantic Scholar
Contextual Variation of Clinical Notes induced by EHR Migration.
Kurt Miller, S. Moon, S. Fu, Hong-Fang Liu
2023AMIA ... Annual Symposium proceedings. AMIA Symposium11 citations
Semantic Scholar
Overview of the 2019 n2c2/OHNLP Track on Family History Extraction (Preprint)
Fei-Chen Shen, Sijia Liu, S. Fu, Yan-Shan Wang +3 more
202011 citations Open access
Semantic Scholar
Characterizing Chronic Pain Episodes in Clinical Text at Two Health Care Systems: Comprehensive Annotation and Corpus Analysis
Luke A. Carlson, M. Jeffery, S. Fu, Huan He +6 more
2020JMIR Medical Informatics10 citations Open access
Semantic Scholar
The ENACT network is acting on housing instability and the unhoused using the open health natural language processing toolkit
Daniel R. Harris, S. Fu, Andrew Wen, Alexandria Corbeau +4 more
2024Journal of Clinical and Translational Science9 citations Open access
Semantic Scholar
MedTator: a serverless annotation tool for corpus development
Huan He, S. Fu, Li-Wei Wang, Sijia Liu +2 more
2022Bioinform.9 citations Open access
Semantic Scholar
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
Peijin Han, S. Fu, J. Kolis, R. Hughes +5 more
2022JMIR Medical Informatics8 citations Open access
Semantic Scholar
Delirium occurrence and association with outcomes in hospitalized COVID-19 patients
Sandeep R. Pagali, S. Fu, H. Lindroth, S. Sohn +2 more
2021International Psychogeriatrics8 citations Open access
Semantic Scholar
Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes
Bhavani Singh Agnikula Kshatriya, Nicolas A. Nuñez, Manuel Gardea-Reséndez, E. Ryu +5 more
2021arXiv.org7 citations
Semantic Scholar
Impact of Diverse Data Sources on Computational Phenotyping
Li-Wei Wang, J. Olson, S. Bielinski, J. S. St. Sauver +6 more
2020Frontiers in Genetics7 citations Open access
Semantic Scholar
Wonder at Chemotimelines 2024: MedTimeline: An End-to-End NLP System for Timeline Extraction from Clinical Narratives
Li-Wei Wang, Qiuhao Lu, Rui Li, S. Fu +1 more
2024Clinical Natural Language Processing Workshop6 citations Open access
Semantic Scholar
Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers–Assisted Sublanguage Analysis
Li-Wei Wang, Huan He, Andrew Wen, S. Moon +6 more
2023JMIR Medical Informatics6 citations Open access
Semantic Scholar
The Implication of Latent Information Quality to the Reproducibility of Secondary Use of Electronic Health Records
S. Fu, Andrew Wen, Sandeep R. Pagali, N. Zong +4 more
2022Medinfo6 citations Open access
Semantic Scholar
Early Alert of Elderly Cognitive Impairment using Temporal Streaming Clustering
Omar A. Ibrahim, S. Fu, M. Vassilaki, R. Petersen +3 more
2021IEEE International Conference on Bioinformatics and Biomedicine6 citations Open access
Semantic Scholar
Natural Language Processing for the Evaluation of Methodological Standards and Best Practices of EHR-based Clinical Research.
S. Fu, Luke A. Carlson, Kevin J. Peterson, Nan Wang +6 more
2020AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science6 citations
Semantic Scholar
Prediction of Incident Dementia Using Patient Temporal Health Status
S. Fu, Omar A. Ibrahim, Yan-Shan Wang, M. Vassilaki +4 more
2022Medinfo5 citations Open access
Semantic Scholar

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