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Author Details

Sunyang Fu
Mayo Clinic
2017
54
12
PMIDPaper TitleJournal TitlePublished Year
36283056Natural Language Processing CAM Algorithm Improves Delirium Detection Compared With Conventional Methods.Am J Med Qual2023
37745932Identification of delirium from real-world electronic health record clinical notes.J Clin Transl Sci2023
37479735The IMPACT framework and implementation for accessible in silico clinical phenotyping in the digital era.NPJ Digit Med2023
37935160Stratifying future stroke risk with incidentally-discovered white matter disease severity and covert brain infarct site.Cerebrovasc Dis2023
37638438Characterizing Performance Gaps of a Code-Based Dementia Algorithm in a Population-Based Cohort of Cognitive Aging.J Alzheimers Dis2023
35760063Stratifying Future Stroke Risk with Incidentally Discovered White Matter Disease Severity and Covert Brain Infarct Site.Cerebrovasc Dis2023
37350914Gender-based Language Differences in Letters of Recommendation.AMIA Jt Summits Transl Sci Proc2023
37368483Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers-Assisted Sublanguage Analysis.JMIR Med Inform2023
37301740Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO).J Am Med Inform Assoc2023
37000801Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm.PLoS One2023
37128369Towards User-centered Corpus Development: Lessons Learnt from Designing and Developing MedTator.AMIA Annu Symp Proc2023
36478394Recommended practices and ethical considerations for natural language processing-assisted observational research: A scoping review.Clin Transl Sci2023
36747787Predicting Physiological Response in Heart Failure Management: A Graph Representation Learning Approach using Electronic Health Records.medRxiv2023
36565208Association of Incidentally Discovered Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia.J Am Heart Assoc2023
36793660Prediction Models for Knee Osteoarthritis: Review of Current Models and Future Directions.Arch Bone Jt Surg2023
36280160External Validation of Natural Language Processing Algorithms to Extract Common Data Elements in THA Operative Notes.J Arthroplasty2023
35239951Ascertainment of Delirium Status Using Natural Language Processing From Electronic Health Records.J Gerontol A Biol Sci Med Sci2022
35649342BETA: a comprehensive benchmark for computational drug-target prediction.Brief Bioinform2022
35673119Prediction of Incident Dementia Using Patient Temporal Health Status.Stud Health Technol Inform2022
35672994The Implication of Latent Information Quality to the Reproducibility of Secondary Use of Electronic Health Records.Stud Health Technol Inform2022
35701544Computational drug repurposing based on electronic health records: a scoping review.NPJ Digit Med2022
35854735Assessment of Data Quality Variability across Two EHR Systems through a Case Study of Post-Surgical Complications.AMIA Jt Summits Transl Sci Proc2022
35487789Risk Factors for Silent Brain Infarcts and White Matter Disease in a Real-World Cohort Identified by Natural Language Processing.Mayo Clin Proc2022
36484060Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification.IEEE Int Conf Healthc Inform2022
36044253Multicenter 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 Med Inform2022
35866711Development of Parkinson Disease and Its Relationship with Incidentally Discovered White Matter Disease and Covert Brain Infarction in a Real-World Cohort.Ann Neurol2022
36238199Quality assessment of functional status documentation in EHRs across different healthcare institutions.Front Digit Health2022
36162805Real-time risk prediction of colorectal surgery-related post-surgical complications using GRU-D model.J Biomed Inform2022
35917480Assessment of Electronic Health Record for Cancer Research and Patient Care Through a Scoping Review of Cancer Natural Language Processing.JCO Clin Cancer Inform2022
34983060MedTator: a serverless annotation tool for corpus development.Bioinformatics2022
35316697A hybrid model to identify fall occurrence from electronic health records.Int J Med Inform2022
32854996Automated Detection of Periprosthetic Joint Infections and Data Elements Using Natural Language Processing.J Arthroplasty2021
33683212Natural Language Processing and Machine Learning for Identifying Incident Stroke From Electronic Health Records: Algorithm Development and Validation.J Med Internet Res2021
33502329Family 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 Med Inform2021
35237461Early Alert of Elderly Cognitive Impairment using Temporal Streaming Clustering.Proceedings (IEEE Int Conf Bioinformatics Biomed)2021
34585085Patients' Perspective About the Cost of Diabetes Management: An Analysis of Online Health Communities.Mayo Clin Proc Innov Qual Outcomes2021
34551841Delirium occurrence and association with outcomes in hospitalized COVID-19 patients.Int Psychogeriatr2021
34376505Association of Silent Cerebrovascular Disease Identified Using Natural Language Processing and Future Ischemic Stroke.Neurology2021
33975556Agreement between neuroimages and reports for natural language processing-based detection of silent brain infarcts and white matter disease.BMC Neurol2021
33051119Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Knee Arthroplasty.J Arthroplasty2021
33321199An aberration detection-based approach for sentinel syndromic surveillance of COVID-19 and other novel influenza-like illnesses.J Biomed Inform2021
32228556Assessment of the impact of EHR heterogeneity for clinical research through a case study of silent brain infarction.BMC Med Inform Decis Mak2020
33108311Characterizing Chronic Pain Episodes in Clinical Text at Two Health Care Systems: Comprehensive Annotation and Corpus Analysis.JMIR Med Inform2020
33245291The 2019 n2c2/OHNLP Track on Clinical Semantic Textual Similarity: Overview.JMIR Med Inform2020
32577704An Aberration Detection-Based Approach for Sentinel Syndromic Surveillance of COVID-19 and Other Novel Influenza-Like Illnesses.medRxiv2020
32768446Clinical concept extraction: A methodology review.J Biomed Inform2020
32582289Impact of Diverse Data Sources on Computational Phenotyping.Front Genet2020
32477695Data-driven Sublanguage Analysis for Cancer Genomics Knowledge Modeling: Applications in Mining Oncological Genetics Information from Patients' Genetic Reports.AMIA Jt Summits Transl Sci Proc2020
32477636Natural Language Processing for the Evaluation of Methodological Standards and Best Practices of EHR-based Clinical Research.AMIA Jt Summits Transl Sci Proc2020
31066686Natural Language Processing for the Identification of Silent Brain Infarcts From Neuroimaging Reports.JMIR Med Inform2019
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Collaborators

Sunghwan Sohn
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Andrew Wen
Mayo Clinic
Co-authored papers 15
Hongfang Liu
Mayo Clinic
Co-authored papers 12
Sijia Liu
Mayo Clinic, University at Buffalo - North Campus
Co-authored papers 11
Liwei Wang
University of Texas Health Science Center at Houston, Mayo Clinic
Co-authored papers 10
Sungrim Moon
Mayo Clinic
Co-authored papers 9
Yanshan Wang
Mayo Clinic
Co-authored papers 9
Hilal Maradit Kremers
Mayo Clinic
Co-authored papers 7
Feichen Shen
Shanghai Polytechnic University
Co-authored papers 6
Nansu Zong
Mayo Clinic
Co-authored papers 5
Ronald C Petersen
Mayo Clinic Rochester
Co-authored papers 5
Yiqing Zhao
Northwestern University
Co-authored papers 4
Yue Yu
Health Sciences Mayo Clinic
Co-authored papers 3
Kevin J Peterson
Dartmouth College
Co-authored papers 3
Suzette J Bielinski
Mayo Clinic
Co-authored papers 3
Xiaoyang Ruan
University of Texas Health Science Center at Houston, Mayo Clinic
Co-authored papers 3
Vinod C Kaggal
Mayo Clinic
Co-authored papers 3
Janet E Olson
Mayo Clinic
Co-authored papers 2
Walter A Rocca
Mayo Clinic
Co-authored papers 2
??zlem Uzuner
George Mason University
Co-authored papers 2
Hongfang Liu
Mayo Clinic
Co-authored papers 2
Paul Kingsbury
Keck School of Medicine, University of Southern California
Co-authored papers 2
Xiaoqian Jiang
Carnegie Mellon University, The University of Texas Health Science Center at Houston, University of California San Diego
Co-authored papers 2
Sam Henry
George Mason University
Co-authored papers 2
Melissa A Haendel
American Medical Informatics Association, Oregon Health and Science University, Oregon State University, University of Colorado Anschutz Medical Campus, University of North Carolina at Chapel Hill, University of Wisconsin-Madison
Co-authored papers 1
Bhavani Singh Agnikula Kshatriya
Department of Center for Digital Health, Mayo Clinic
Co-authored papers 1
J Wilfred Fan
Mayo Clinic
Co-authored papers 1
Evan Yu
University of Texas Health Science Center at Houston
Co-authored papers 1
Lawrence E Hunter
University of Colorado School of Medicine
Co-authored papers 1
Huan He
Mayo Clinic
Co-authored papers 1
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