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Hongfang Liu · SciRah

Researcher profile · Semantic Scholar

Hongfang Liu

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Hongfang Liu — researcher profile on SciRah

h-index: 15
Works: 42
Citations: 946

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
Correlations Between COVID-19 Cases and Google Trends Data in the United States: A State-by-State Analysis
Shyam J. Kurian, Atiq ur Rehman Bhatti, M. Alvi, Henry H. Ting +5 more
2020Mayo Clinic proceedings61 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
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
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
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
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 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
A cross-institutional evaluation on breast cancer phenotyping NLP algorithms on electronic health records
Sicheng Zhou, Nan Wang, Li-Wei Wang, Ju Sun +3 more
2023Computational and Structural Biotechnology Journal18 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
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
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
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
Deployment of an Interdisciplinary Predictive Analytics Task Force to Inform Hospital Operational Decision-Making During the COVID-19 Pandemic
Benjamin D. Pollock, R. Carter, S. Dowdy, S. Dunlay +26 more
2020Mayo Clinic proceedings14 citations Open access
Semantic Scholar
Midwest rural‐urban disparities in use of patient online services for COVID‐19
Ming Huang, Andrew Wen, Huan He, Li-Wei Wang +12 more
2022Journal of Rural Health10 citations Open access
Semantic Scholar
GRU-D-Weibull: A Novel Real-Time Individualized Endpoint Prediction
Xiao-Yang Ruan, Li-Wei Wang, C. Thongprayoon, W. Cheungpasitporn +1 more
2023Artif. Intell. Medicine9 citations Open access
Semantic Scholar
The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19
Carlo Combi, J. Facelli, Peter Haddawy, J. Holmes +8 more
2023Journal of Healthcare Informatics Research8 citations Open access
Semantic Scholar
Quantifying the Importance of COVID-19 Vaccination to Our Future Outlook
Curtis B. Storlie, Benjamin D. Pollock, Ricardo L. Rojas, Gabriel Demuth +16 more
2021Mayo Clinic proceedings8 citations Open access
Semantic Scholar
Multiplex Immunofluorescence Image Quality Checking Using DAPI Channel–referenced Evaluation
Jun Jiang, Raymond Moore, Clarissa E. Jordan, R. Guo +5 more
2023Journal of Histochemistry and Cytochemistry6 citations
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
The IMPACT framework and implementation for accessible in silico clinical phenotyping in the digital era
Andrew Wen, Huan He, S. Fu, Si-Jia Liu +6 more
2023npj Digit. Medicine4 citations Open access
Semantic Scholar
Gender-based Language Differences in Letters of Recommendation.
S. Fu, Darren Q. Calley, Veronica A Rasmussen, Marissa D Hamilton +3 more
2023AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science4 citations
Semantic Scholar
Stratifying future stroke risk with incidentally-discovered white matter disease severity and covert brain infarct site
Andy Y. Wang, L. Leung, E. Puttock, P. Luetmer +7 more
2022Cerebrovascular Diseases4 citations Open access
Semantic Scholar
Development of Parkinson’s disease and its relationship with incidentally-discovered white matter disease and covert brain infarction in a real-world cohort
D. Kent, L. Leung, E. Puttock, Andy Y. Wang +9 more
2022medRxiv4 citations Open access
Semantic Scholar
Aspect-based Sentiment Analysis of Radiology Patient Experience Surveys: A Cohort Study
Kurt Miller, S. Fu, Kris Abah, Andrea Maraboto Escarria +5 more
2022IEEE International Conference on Healthcare Informatics3 citations
Semantic Scholar
Risk factors for silent brain infarcts and white matter disease in a real-world cohort identified by NLP
L. Leung, Yichen Zhou, S. Fu, Chengyi Zheng +5 more
2022Mayo Clinic proceedings3 citations Open access
Semantic Scholar
An NLP System for COVID/PASC: A Case Demonstration of the OHNLP Toolkit from the National COVID Cohort Collaborative and the RECOVER programs (Preprint)
Andrew Wen, Li-Wei Wang, Huan He, Sun-Yang Fu +29 more
2023JMIR Medical Informatics2 citations Open access
Semantic Scholar
Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm
S. Moon, Sijia Liu, Bhavani Singh Agnikula Kshatriya, S. Fu +4 more
2023PLoS ONE2 citations Open access
Semantic Scholar
A Tale of Two Perspectives: Harvesting System Views and User Views to Understand Patient Portal Engagement
Jiawei Zhou, R. Arriaga, Hongfang Liu, Ming Huang
2022IEEE International Conference on Healthcare Informatics2 citations
Semantic Scholar
A Hierarchical Bayesian Model for Stochastic Spatiotemporal SIR Modeling and Prediction of COVID-19 Cases and Hospitalizations
Curtis B. Storlie, Ricardo L. Rojas, Gabriel Demuth, Benjamin D. Pollock +17 more
20212 citations
Semantic Scholar
Evaluation of Document-Level Identification of Pulmonary Nodules in Radiology Reports Using FLAIR Natural Language Processing Framework
Ray Oian, S. Fu, Hongfang Liu
2022IEEE International Conference on Healthcare Informatics1 citations
Semantic Scholar
Towards User-centered Corpus Development: Lessons Learnt from Designing and Developing MedTator
Huan He, S. Fu, Li-Wei Wang, Andrew Wen +4 more
2022American Medical Informatics Association Annual Symposium1 citations
Semantic Scholar
Discrimination, calibration, and point estimate accuracy of GRU-D-Weibull architecture for real-time individualized endpoint prediction
Xiao-Yang Ruan, Li-Wei Wang, Michelle Mai, C. Thongprayoon +2 more
2022arXiv.org1 citations Open access
Semantic Scholar
H&E-Referenced Multiplex Immunofluorescence Interpretation in TMA Cores: Spatial Co-localization, Cell Feature Validation, and Virtual H&E Generation
Jun Jiang, Raymond Moore, Brenna C. Novotny, Peiliang Lou +8 more
2026Research Square0 citations Open access
Semantic Scholar
Abstract A020: Assessment of EHR data quality variabilities among different racial groups in the cohort of de novo stage IV breast cancer
S. Fu, Li-Wei Wang, F. Odedina, Hongfang Liu
2023Cancer Epidemiology, Biomarkers & Prevention0 citations
Semantic Scholar
Quality Assessment of Functional Status Documentation in EHR Across Institutions
S. Fu, M. Vassilaki, Omar A. Ibrahim, R. C. Petersen +5 more
2022American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
MedTator: A Serverless Web-based Tool for Corpus Annotation
Huan He, S. Fu, Li-Wei Wang, Andrew Wen +2 more
2022IEEE International Conference on Healthcare Informatics0 citations
Semantic Scholar
Probing Radiology Patient Experience Feedbacks with Aspect-based Sentiment Analysis
Kurt Miller, Ming Huang, S. Fu, Kris Abah +5 more
2022American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Deep Learning Approaches for Breast Cancer Characteristics Extraction from Electronic Health Records
Sicheng Zhou, Li-Wei Wang, Nan Wang, S. Fu +4 more
2021American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar

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