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Chun-Hua Weng · SciRah

Researcher profile · Semantic Scholar

Chun-Hua Weng

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Chun-Hua Weng — researcher profile on SciRah

h-index: 49
Works: 380
Citations: 11K

Most-cited papers

Genome-wide polygenic score to predict chronic kidney disease across ancestries
Atlas Khan, M. Turchin, Amit Patki, V. Srinivasasainagendra +35 more
2022Nature Medicine143 citations Open access
Semantic Scholar
Returning integrated genomic risk and clinical recommendations: the eMERGE study
Jodell E. Linder, Aimee Allworth, Harris T. Bland, P. Caraballo +102 more
2023Genetics in Medicine106 citations Open access
Semantic Scholar
Factors Affecting the Quality of Person-Generated Wearable Device Data and Associated Challenges: Rapid Systematic Review
Sylvia Cho, I. Ensari, Chun-Hua Weng, M. G. Kahn +1 more
2021JMIR mHealth and uHealth105 citations Open access
Semantic Scholar
Deep Learning for Rare Disease: A Scoping Review
Junghwan Lee, Cong Liu, Junyoung Kim, Zhe-Huan Chen +4 more
2022medRxiv78 citations Open access
Semantic Scholar
AI-generated text may have a role in evidence-based medicine
Yifan Peng, Justin F. Rousseau, E. Shortliffe, Chun-Hua Weng
2023Nature Medicine71 citations Open access
Semantic Scholar
Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index
Y. Juhn, E. Ryu, C. Wi, K. King +6 more
2022J. Am. Medical Informatics Assoc.69 citations Open access
Semantic Scholar
Generalizability of Polygenic Risk Scores for Breast Cancer Among Women With European, African, and Latinx Ancestry
Cong Liu, N. Zeinomar, W. Chung, K. Kiryluk +20 more
2021JAMA Network Open69 citations Open access
Semantic Scholar
Medical records-based chronic kidney disease phenotype for clinical care and “big data” observational and genetic studies
N. Shang, Atlas Khan, Fernanda C. G. Polubriaginof, Francesca Zanoni +29 more
2021npj Digital Medicine69 citations Open access
Semantic Scholar
A systematic review on natural language processing systems for eligibility prescreening in clinical research
B. Idnay, Caitlin N. Dreisbach, Chun-Hua Weng, R. Schnall
2021J. Am. Medical Informatics Assoc.52 citations Open access
Semantic Scholar
Enhancing Phenotype Recognition in Clinical Notes Using Large Language Models: PhenoBCBERT and PhenoGPT
Jingye Yang, Cong Liu, Wendy Deng, Dangwei Wu +3 more
2023arXiv.org51 citations Open access
Semantic Scholar
A comparative study of pre-trained language models for named entity recognition in clinical trial eligibility criteria from multiple corpora
Jianfu Li, Qiang Wei, O. Ghiasvand, Miao Chen +3 more
2022BMC Medical Informatics and Decision Making48 citations Open access
Semantic Scholar
Association of Pathogenic Variants in Hereditary Cancer Genes With Multiple Diseases.
Chen-Jie Zeng, L. Bastarache, Ran Tao, E. Venner +29 more
2022JAMA Oncology41 citations Open access
Semantic Scholar
Comparison of Clinical Characteristics Between Clinical Trial Participants and Nonparticipants Using Electronic Health Record Data
James R. Rogers, Cong Liu, G. Hripcsak, Y. Cheung +1 more
2021JAMA Network Open39 citations Open access
Semantic Scholar
A knowledge base of clinical trial eligibility criteria
Hao Liu, Yuan-Kai Chi, Alex M. Butler, Yingcheng Sun +1 more
2021Journal of Biomedical Informatics38 citations Open access
Semantic Scholar
Author Correction: Genetic regulation of serum IgA levels and susceptibility to common immune, infectious, kidney, and cardio-metabolic traits
Li-Li Liu, Atlas Khan, Elena Sanchez-Rodriguez, Francesca Zanoni +48 more
2023Nature Communications37 citations Open access
Semantic Scholar
A deep database of medical abbreviations and acronyms for natural language processing
Lisa Grossman Liu, R. Grossman, E. G. Mitchell, Chun-Hua Weng +3 more
2021Scientific Data36 citations Open access
Semantic Scholar
A Retrospective Analysis of COVID-19 mRNA Vaccine Breakthrough Infections – Risk Factors and Vaccine Effectiveness
Cong Liu, Junghwan Lee, Casey N. Ta, A. Soroush +5 more
2021medRxiv32 citations Open access
Semantic Scholar
Arrhythmia variant associations and reclassifications in the eMERGE-III sequencing study
A. Glazer, Giovanni E. Davogustto, C. Shaffer, Carlos G. Vanoye +46 more
2021medRxiv29 citations Open access
Semantic Scholar
Penetrance of Breast Cancer Susceptibility Genes From the eMERGE III Network
Xiao Fan, J. Wynn, N. Shang, Cong Liu +25 more
2021JNCI Cancer Spectrum28 citations Open access
Semantic Scholar
Identifying Data Quality Dimensions for Person-Generated Wearable Device Data: Multi-Method Study
Sylvia Cho, Chun-Hua Weng, M. G. Kahn, Karthik Natarajan
2021JMIR mHealth and uHealth26 citations Open access
Semantic Scholar
A Mendelian Randomization Approach Using 3-HMG-Coenzyme-A Reductase Gene Variation to Evaluate the Association of Statin-Induced Low-Density Lipoprotein Cholesterol Lowering With Noncardiovascular Disease Phenotypes
Ge Liu, Mingjian Shi, J. Mosley, Chun-Hua Weng +13 more
2021JAMA Network Open25 citations Open access
Semantic Scholar
Risk Factors Associated With SARS-CoV-2 Breakthrough Infections in Fully mRNA-Vaccinated Individuals: Retrospective Analysis
Cong Liu, Junghwan Lee, Casey N. Ta, A. Soroush +6 more
2021JMIR Public Health and Surveillance24 citations Open access
Semantic Scholar
EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension
Tian Kang, Yingcheng Sun, Jae Hyun Kim, Casey N. Ta +7 more
2023J. Am. Medical Informatics Assoc.18 citations Open access
Semantic Scholar
Quantitative disease risk scores from EHR with applications to clinical risk stratification and genetic studies
Danqing Xu, Chen Wang, Atlas Khan, N. Shang +10 more
2021npj Digital Medicine18 citations Open access
Semantic Scholar
Hypertension prevalence in the All of Us Research Program among groups traditionally underrepresented in medical research
Paulette D. Chandler, C. Clark, Guohai Zhou, Nyia L. Noel +106 more
2021Scientific Reports18 citations Open access
Semantic Scholar
Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network
J. Pacheco, Luke V. Rasmussen, Ken Wiley, T. Person +35 more
2023Scientific Reports17 citations Open access
Semantic Scholar
Genomic Disorders in CKD across the Lifespan
M. Verbitsky, Sarath Babu Krishna Murthy, Priya Krithivasan, D. Hughes +27 more
2022Journal of the American Society of Nephrology17 citations Open access
Semantic Scholar
A conceptual framework for external validity
A. Averitt, Patrick Ryan, Chun-Hua Weng, A. Perotte
2021Journal of Biomedical Informatics17 citations Open access
Semantic Scholar
A neuro-symbolic method for understanding free-text medical evidence
Tian Kang, Ali Turfah, Jaehyun Kim, A. Perotte +1 more
2021J. Am. Medical Informatics Assoc.17 citations Open access
Semantic Scholar
Characterizing variability of electronic health record-driven phenotype definitions
P. Brandt, A. Kho, Yuan Luo, J. Pacheco +21 more
2022J. Am. Medical Informatics Assoc.16 citations
Semantic Scholar
The suitability of UMLS and SNOMED-CT for encoding outcome concepts
Abigail Newbury, Hao Liu, B. Idnay, Chun-Hua Weng
2023J. Am. Medical Informatics Assoc.15 citations Open access
Semantic Scholar
Uncovering key clinical trial features influencing recruitment
B. Idnay, Yi-Lu Fang, Alex M. Butler, Joyce A. Moran +13 more
2023Journal of Clinical and Translational Science15 citations Open access
Semantic Scholar
Comparative effectiveness of medical concept embedding for feature engineering in phenotyping
Junghwan Lee, Cong Liu, Jae Hyun Kim, Alex M. Butler +6 more
2021JAMIA Open15 citations Open access
Semantic Scholar
Evidence of epistasis in regions of long-range linkage disequilibrium across five complex diseases in the UK Biobank and eMERGE datasets
Pankhuri Singhal, Y. Veturi, S. Dudek, A. Lucas +15 more
2022medRxiv14 citations Open access
Semantic Scholar
Large-scale genomic analyses reveal insights into pleiotropy across circulatory system diseases and nervous system disorders
Xinyuan Zhang, A. Lucas, Y. Veturi, T. Drivas +16 more
2022Nature Communications14 citations Open access
Semantic Scholar
OARD: Open annotations for rare diseases and their phenotypes based on real-world data.
Cong Liu, Casey N. Ta, James M. Havrilla, J. Nestor +6 more
2022American Journal of Human Genetics13 citations Open access
Semantic Scholar
Medical Records-Based Genetic Studies of the Complement System
Atlas Khan, N. Shang, L. Petukhova, Jun Y. Zhang +17 more
2021Journal of the American Society of Nephrology13 citations Open access
Semantic Scholar
Clinical Phenotypic Spectrum of 4095 Individuals with Down Syndrome from Text Mining of Electronic Health Records
James M. Havrilla, Mengge Zhao, Cong Liu, Chun-Hua Weng +3 more
2021Genes13 citations Open access
Semantic Scholar
Clinical Comparison Between Trial Participants and Potentially Eligible Patients Using Electronic Health Record Data: A Generalizability Assessment Method
James R. Rogers, G. Hripcsak, Y. Cheung, Chun-Hua Weng
2021Journal of Biomedical Informatics13 citations Open access
Semantic Scholar
Severity Prediction for COVID-19 Patients via Recurrent Neural Networks
Junghwan Lee, Casey N. Ta, Jae Hyun Kim, Cong Liu +1 more
2020medRxiv13 citations Open access
Semantic Scholar
Polygenic risk affects the penetrance of monogenic kidney disease
Atlas Khan, N. Shang, J. Nestor, Chun-Hua Weng +4 more
2023medRxiv12 citations Open access
Semantic Scholar
Inference of Causal Relationships Between Genetic Risk Factors for Cardiometabolic Phenotypes and Female‐Specific Health Conditions
B. Xiao, D. Velez Edwards, A. Lucas, T. Drivas +12 more
2023Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease12 citations Open access
Semantic Scholar
Combining human and machine intelligence for clinical trial eligibility querying
Yi-Lu Fang, B. Idnay, Yingcheng Sun, Hao Liu +5 more
2022J. Am. Medical Informatics Assoc.11 citations Open access
Semantic Scholar
A machine learning approach to identifying delirium from electronic health records
Jae Hyun Kim, M. Hua, R. Whittington, Junghwan Lee +5 more
2021medRxiv11 citations Open access
Semantic Scholar
An electronic health record (EHR) log analysis shows limited clinician engagement with unsolicited genetic test results
J. Nestor, Alex Fedotov, D. Fasel, M. Marasà +8 more
2021JAMIA Open10 citations Open access
Semantic Scholar
Building An OMOP Common Data Model-Compliant Annotated Corpus for COVID-19 Clinical Trials
Yingcheng Sun, Alex M. Butler, Latoya A. Stewart, Hao Liu +4 more
2021Journal of Biomedical Informatics10 citations Open access
Semantic Scholar
Ontology-based categorization of clinical studies by their conditions
Hao Liu, Simona Carini, Zhe-Huan Chen, Spencer Phillips Hey +2 more
2022Journal of Biomedical Informatics9 citations Open access
Semantic Scholar
From clinical trials to clinical practice: How long are drugs tested and then used by patients?
Chi Yuan, P. Ryan, Casey N. Ta, Jae Hyun Kim +2 more
2021J. Am. Medical Informatics Assoc.9 citations Open access
Semantic Scholar
Quantifying the Phenome-wide Disease Burden of Obesity using Electronic Health Records and Genomics
Jamie R. Robinson, R. Carroll, L. Bastarache, Qingxia Chen +31 more
2022Obesity8 citations Open access
Semantic Scholar
Principal Investigators' Perceptions on Factors Associated with Successful Recruitment in Clinical Trials.
B. Idnay, Alex M. Butler, Yi-Lu Fang, Ziran Li +9 more
2023AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science7 citations
Semantic Scholar

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