Chunhua Weng

Chunhua Weng

Columbia University in the City of New York

H-index: 45

North America-United States

About Chunhua Weng

Chunhua Weng, With an exceptional h-index of 45 and a recent h-index of 36 (since 2020), a distinguished researcher at Columbia University in the City of New York, specializes in the field of Biomedical Informatics, Clinical Research Informatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Enhancing Genetic Association Power in Endometriosis through Unsupervised Clustering of Clinical Subtypes Identified from Electronic Health Records

Assessing the Utility of Large Language Models for Phenotype-Driven Gene Prioritization in Rare Genetic Disorder Diagnosis

Return of polygenic risk scores in research: Stakeholders’ views on the eMERGE-IV Study

Participant-guided development of bilingual genomic educational infographics for Electronic Medical Records and Genomics Phase IV study

Sociotechnical feasibility of natural language processing-driven tools in clinical trial eligibility prescreening for Alzheimer’s disease and related dementias

Retrieval augmented scientific claim verification

Criteria2Query 3.0: Leveraging generative large language models for clinical trial eligibility query generation

Selection, optimization and validation of ten chronic disease polygenic risk scores for clinical implementation in diverse US populations

Chunhua Weng Information

University

Position

Professor

Citations(all)

9669

Citations(since 2020)

6389

Cited By

5419

hIndex(all)

45

hIndex(since 2020)

36

i10Index(all)

172

i10Index(since 2020)

138

Email

University Profile Page

Columbia University in the City of New York

Google Scholar

View Google Scholar Profile

Chunhua Weng Skills & Research Interests

Biomedical Informatics

Clinical Research Informatics

Top articles of Chunhua Weng

Title

Journal

Author(s)

Publication Date

Enhancing Genetic Association Power in Endometriosis through Unsupervised Clustering of Clinical Subtypes Identified from Electronic Health Records

medRxiv

Lindsay A Guare

Leigh Ann Humphries

Margaret Rush

Meredith Pollie

Yuan Luo

...

2024

Assessing the Utility of Large Language Models for Phenotype-Driven Gene Prioritization in Rare Genetic Disorder Diagnosis

arXiv preprint arXiv:2403.14801

Junyoung Kim

Jingye Yang

Kai Wang

Chunhua Weng

Cong Liu

2024/3/21

Return of polygenic risk scores in research: Stakeholders’ views on the eMERGE-IV Study

Human Genetics and Genomics Advances

Maya Sabatello

Suzanne Bakken

Wendy K Chung

Elizabeth Cohn

Katherine D Crew

...

2024/2/27

Participant-guided development of bilingual genomic educational infographics for Electronic Medical Records and Genomics Phase IV study

Journal of the American Medical Informatics Association

Aimiel Casillan

Michelle E Florido

Jamie Galarza-Cornejo

Suzanne Bakken

John A Lynch

...

2024/2/1

Sociotechnical feasibility of natural language processing-driven tools in clinical trial eligibility prescreening for Alzheimer’s disease and related dementias

Journal of the American Medical Informatics Association

Betina Idnay

Jianfang Liu

Yilu Fang

Alex Hernandez

Shivani Kaw

...

2024/3/6

Retrieval augmented scientific claim verification

JAMIA open

Hao Liu

Ali Soroush

Jordan G Nestor

Elizabeth Park

Betina Idnay

...

2024/4/1

Criteria2Query 3.0: Leveraging generative large language models for clinical trial eligibility query generation

Journal of Biomedical Informatics

Jimyung Park

Yilu Fang

Casey Ta

Gongbo Zhang

Betina Idnay

...

2024/4/30

Selection, optimization and validation of ten chronic disease polygenic risk scores for clinical implementation in diverse US populations

Nature Medicine

Niall J Lennon

Leah C Kottyan

Christopher Kachulis

Noura S Abul-Husn

Josh Arias

...

2024/2/19

Applying unsupervised machine learning approaches to characterize autologous breast reconstruction patient subgroups: an NSQIP analysis of 14,274 patients

Journal of Plastic, Reconstructive & Aesthetic Surgery

Dylan K Kim

George S Corpuz

Casey N Ta

Chunhua Weng

Christine H Rohde

2024/1/1

Inborn Errors of Immunity Contribute to the Burden of Skin Disease and Create Opportunities for Improving the Practice of Dermatology

Journal of Investigative Dermatology

Annelise Colvin

Soundos Youssef

Heeju Noh

Julia Wright

Ghislaine Jumonville

...

2024/2/1

Digital biobanks are underutilized in dermatology and create opportunities to reduce the burden of skin disease

British Journal of Dermatology

Ghislaine Jumonville

David Hong

Atlas Khan

Andrew DeWan

Suzanne M Leal

...

2024/4

Current status of artificial intelligence methods for skin cancer survival analysis: a scoping review

Celine M Schreidah

Emily R Gordon

Oluwaseyi Adeuyan

Caroline Chen

Brigit A Lapolla

...

2024/4/22

Enhancing phenotype recognition in clinical notes using large language models: PhenoBCBERT and PhenoGPT

Patterns

Jingye Yang

Cong Liu

Wendy Deng

Da Wu

Chunhua Weng

...

2024/1/12

Ethical Considerations for Artificial Intelligence in Dermatology: A Scoping Review

Journal of Nuclear Medicine

Jonathan Herington

Melissa D McCradden

Kathleen Creel

Ronald Boellaard

Elizabeth C Jones

...

2023/12/1

A Survey of Clinicians' Views of the Utility of Large Language Models

Applied Clinical Informatics

Matthew Spotnitz

Betina Idnay

Emily R Gordon

Rebecca Shyu

Gongbo Zhang

...

2024/3

A span-based model for extracting overlapping PICO entities from randomized controlled trial publications

Journal of the American Medical Informatics Association

Gongbo Zhang

Yiliang Zhou

Yan Hu

Hua Xu

Chunhua Weng

...

2024/5/1

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

Journal of Biomedical Informatics

Gongbo Zhang

Qiao Jin

Denis Jered McInerney

Yong Chen

Fei Wang

...

2024/4/10

Polygenic risk alters the penetrance of monogenic kidney disease

Nature communications

Atlas Khan

Ning Shang

Jordan G Nestor

Chunhua Weng

George Hripcsak

...

2023/12/14

Strong protective effect of the APOL1 p.N264K variant against G2-associated focal segmental glomerulosclerosis and kidney disease

Nature communications

Yask Gupta

David J Friedman

Michelle T McNulty

Atlas Khan

Brandon Lane

...

2023/11/30

Hierarchical Concept Relations Improve Detection of Off-Label Drug Use in Electronic Health Records Data

AMIA Summits on Translational Science Proceedings

Kayla Schiffer

Yoolim A Choi

Chunhua Weng

2023

See List of Professors in Chunhua Weng University(Columbia University in the City of New York)