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Author Details

Chunhua Weng
Columbia University Irving Medical Center
2002
293
36
PMIDPaper TitleJournal TitlePublished Year
36255273Clinical and temporal characterization of COVID-19 subgroups using patient vector embeddings of electronic health records.J Am Med Inform Assoc2023
37615994The suitability of UMLS and SNOMED-CT for encoding outcome concepts.J Am Med Inform Assoc2023
37546941Natural Language Processing Can Automate Extraction of Barrett's Esophagus Endoscopy Quality Metrics.medRxiv2023
37986722Enhancing Phenotype Recognition in Clinical Notes Using Large Language Models: PhenoBCBERT and PhenoGPT.ArXiv2023
37830010Uncovering key clinical trial features influencing recruitment.J Clin Transl Sci2023
37221382AI-generated text may have a role in evidence-based medicine.Nat Med2023
37090575Associations of Antihypertensive Medication Consumption and Drug-Drug Interaction with Statin and Metformin with Reduced Alzheimer's Disease and Related Dementias Risk among Hypertensive Patients with Mild Cognitive Impairment using High Volume Claims Data.Res Sq2023
37350899Principal Investigators' Perceptions on Factors Associated with Successful Recruitment in Clinical Trials.AMIA Jt Summits Transl Sci Proc2023
37350872Hierarchical Concept Relations Improve Detection of Off-Label Drug Use in Electronic Health Records Data.AMIA Jt Summits Transl Sci Proc2023
37350869Can Race-sensitive Biomedical Embeddings Improve Healthcare Predictive Models?AMIA Jt Summits Transl Sci Proc2023
37214819Polygenic risk affects the penetrance of monogenic kidney disease.medRxiv2023
37181728A metadata framework for computational phenotypes.JAMIA Open2023
37141977A data-driven approach to optimizing clinical study eligibility criteria.J Biomed Inform2023
37203669A Model for Multi-Institutional Clinical Data Repository.Stud Health Technol Inform2023
37203581How Good Is ChatGPT for Medication Evidence Synthesis?Stud Health Technol Inform2023
37028392Evidence of epistasis in regions of long-range linkage disequilibrium across five complex diseases in the UK Biobank and eMERGE datasets.Am J Hum Genet2023
36921288EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension.J Am Med Inform Assoc2023
36474423Characterizing variability of electronic health record-driven phenotype definitions.J Am Med Inform Assoc2023
36846987Inference of Causal Relationships Between Genetic Risk Factors for Cardiometabolic Phenotypes and Female-Specific Health Conditions.J Am Heart Assoc2023
36746961Author Correction: Genetic regulation of serum IgA levels and susceptibility to common immune, infectious, kidney, and cardio-metabolic traits.Nat Commun2023
36737471Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network.Sci Rep2023
36638583Clinical research staff perceptions on a natural language processing-driven tool for eligibility prescreening: An iterative usability assessment.Int J Med Inform2023
36302597Genomic Disorders in CKD across the Lifespan.J Am Soc Nephrol2023
35228896Angiogenin promotes angiogenesis via the endonucleolytic decay of miR-141 in colorectal cancer.Mol Ther Nucleic Acids2022
35710995Genome-wide polygenic score to predict chronic kidney disease across ancestries.Nat Med2022
35612103Data-Driven Modeling of Randomized Controlled Trial Outcomes.Stud Health Technol Inform2022
35673202Towards Better Diagnosis Prediction Using Bidirectional Recurrent Neural Networks.Stud Health Technol Inform2022
35673090A Sample Size Extractor for RCT Reports.Stud Health Technol Inform2022
35673085Representation and Normalization of Complex Interventions for Evidence Computing.Stud Health Technol Inform2022
35673024Interactive Similarity-Based Search of Clinical Trials.Stud Health Technol Inform2022
35673021Evaluation of Criteria2Query: Towards Augmented Intelligence for Cohort Identification.Stud Health Technol Inform2022
35673015Extending PICO with Observation Normalization for Evidence Computing.Stud Health Technol Inform2022
35672961Harmonization of Measurement Codes for Concept-Oriented Lab Data Retrieval.Stud Health Technol Inform2022
35701404Large-scale genomic analyses reveal insights into pleiotropy across circulatory system diseases and nervous system disorders.Nat Commun2022
35396996Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index.J Am Med Inform Assoc2022
35463945Characterization and Function of the Interaction of Angiogenin With Alpha-Actinin 2.Front Mol Biosci2022
35426943Combining human and machine intelligence for clinical trial eligibility querying.J Am Med Inform Assoc2022
35663114A machine learning approach to identifying delirium from electronic health records.JAMIA Open2022
35486806Risk Factors Associated With SARS-CoV-2 Breakthrough Infections in Fully mRNA-Vaccinated Individuals: Retrospective Analysis.JMIR Public Health Surveill2022
35485600A research agenda to support the development and implementation of genomics-based clinical informatics tools and resources.J Am Med Inform Assoc2022
35590255Psychiatric manifestations of rare variation in medically actionable genes: a PheWAS approach.BMC Genomics2022
36372681Quantifying the phenome-wide disease burden of obesity using electronic health records and genomics.Obesity (Silver Spring)2022
35998640OARD: Open annotations for rare diseases and their phenotypes based on real-world data.Am J Hum Genet2022
36068551A comparative study of pre-trained language models for named entity recognition in clinical trial eligibility criteria from multiple corpora.BMC Med Inform Decis Mak2022
36173371An interactive fitness-for-use data completeness tool to assess activity tracker data.J Am Med Inform Assoc2022
36014850Impaired Amino Acid Metabolism and Its Correlation with Diabetic Kidney Disease Progression in Type 2 Diabetes Mellitus.Nutrients2022
36257483Deep learning for rare disease: A scoping review.J Biomed Inform2022
36157500Corrigendum to "Lipopolysaccharide-induced podocyte injury is regulated by calcineurin/NFAT and TLR4/MyD88/NF-κB signaling pathways through Angiopoietin-like protein 4" [Genes & Diseases 9(2022) 443-455].Genes Dis2022
36283581Ontology-based categorization of clinical studies by their conditions.J Biomed Inform2022
35189334Leveraging electronic health record data for clinical trial planning by assessing eligibility criteria's impact on patient count and safety.J Biomed Inform2022
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Collaborators

Columbia University
Co-authored papers 40
Columbia University Irving Medical Center
Co-authored papers 29
Columbia University Irving Medical Center
Co-authored papers 22
Boston Children's Hospital, Harvard Medical School
Co-authored papers 21
Columbia University
Co-authored papers 15
Columbia University College of Physicians and Surgeons
Co-authored papers 14
Columbia University
Co-authored papers 13
University of Pennsylvania
Co-authored papers 13
University of Washington Medical Center
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Mayo Clinic
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Columbia University Irving Medical Center
Co-authored papers 13
Columbia University Irving Medical Center
Co-authored papers 12
Informatics Institute, University of Alabama
Co-authored papers 12
Vanderbilt University
Co-authored papers 12
Vanderbilt University Medical Center
Co-authored papers 11
University of Washington Medical Center
Co-authored papers 10
University of Pennsylvania
Co-authored papers 9
The Center for Applied Genomics, Children's Hospital of Philadelphia
Co-authored papers 9
New York University Grossman School of Medicine
Co-authored papers 9
University of Washington
Co-authored papers 8
University of Washington Medical Center
Co-authored papers 8
Washington University School of Medicine
Co-authored papers 8
Department of Medical Informatics and Clinical Epidemiology
Co-authored papers 8
Brown University, Brown University Warren Alpert Medical School, Dartmouth-Hitchcock Medical Center, Harvard School of Public Health, Johns Hopkins Medicine, Mayo Clinic Minnesota
Co-authored papers 8
Kidney Research Institute and Division of Nephrology, University of Washington
Co-authored papers 8
Northwestern University Feinberg School of Medicine
Co-authored papers 8
Icahn School of Medicine at Mount Sinai
Co-authored papers 8
Columbia University
Co-authored papers 7
University of Washington
Co-authored papers 7
Vagelos College of Physicians and Surgeons, Columbia University
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