Rui Zhang, PhD, FAMIA

Rui Zhang, PhD, FAMIA

University of Minnesota-Twin Cities

H-index: 29

North America-United States

About Rui Zhang, PhD, FAMIA

Rui Zhang, PhD, FAMIA, With an exceptional h-index of 29 and a recent h-index of 23 (since 2020), a distinguished researcher at University of Minnesota-Twin Cities, specializes in the field of Health Informatics, Natural Language Processing, Text Mining, Translational Informratics.

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

Advanced Care Planning Content Encoding with Natural Language Processing

Development and Validation of the Pharmacological Statin‐Associated Muscle Symptoms Risk Stratification Score Using Electronic Health Record Data

The Role of X Chromosome in Alzheimer′ s Disease Genetics.

A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models

Repurposing non-pharmacological interventions for Alzheimer's disease through link prediction on biomedical literature

Measuring Associations Between Community-Level Social Determinants of Health and Bariatric Surgery Weight Loss Outcomes

False Positive Reduction in Pulmonary Cancer Detection Based on GPT-4V

No replication of Alzheimer’s disease genetics as a moderator of the association between combat exposure and PTSD risk in 138,592 combat veterans

Rui Zhang, PhD, FAMIA Information

University

Position

Associate Professor

Citations(all)

2886

Citations(since 2020)

1778

Cited By

1502

hIndex(all)

29

hIndex(since 2020)

23

i10Index(all)

65

i10Index(since 2020)

50

Email

University Profile Page

University of Minnesota-Twin Cities

Google Scholar

View Google Scholar Profile

Rui Zhang, PhD, FAMIA Skills & Research Interests

Health Informatics

Natural Language Processing

Text Mining

Translational Informratics

Top articles of Rui Zhang, PhD, FAMIA

Title

Journal

Author(s)

Publication Date

Advanced Care Planning Content Encoding with Natural Language Processing

Studies in health technology and informatics

Benjamin C Knoll

Melissa Gunderson

Geetanjali Rajamani

Elizabeth C Wick

Alexis Colley

...

2024/1/25

Development and Validation of the Pharmacological Statin‐Associated Muscle Symptoms Risk Stratification Score Using Electronic Health Record Data

Clinical Pharmacology & Therapeutics

Boguang Sun

Pui Ying Yew

Chih‐Lin Chi

Meijia Song

Matt Loth

...

2024/2/19

The Role of X Chromosome in Alzheimer′ s Disease Genetics.

medRxiv

Michael E Belloy

Yann Le Guen

Ilaria Stewart

Joachim Herz

Richard Sherva

...

2024

A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models

arXiv preprint arXiv:2402.10779

Mingchen Li

Chen Ling

Rui Zhang

Liang Zhao

2024/2/16

Repurposing non-pharmacological interventions for Alzheimer's disease through link prediction on biomedical literature

Scientific Reports

Yongkang Xiao

Yu Hou

Huixue Zhou

Gayo Diallo

Marcelo Fiszman

...

2024/4/15

Measuring Associations Between Community-Level Social Determinants of Health and Bariatric Surgery Weight Loss Outcomes

Studies in Health Technology and Informatics

Nicholas Skoufis

Rui Zhang

You Chen

2024/1/1

False Positive Reduction in Pulmonary Cancer Detection Based on GPT-4V

Yi Luo

Hamed Hooshangnejad

Xue Feng

Gaofeng Huang

Rui Zhang

...

2024/2/13

No replication of Alzheimer’s disease genetics as a moderator of the association between combat exposure and PTSD risk in 138,592 combat veterans

Nature Mental Health

Erika J Wolf

Mark W Miller

Rui Zhang

Richard Sherva

Kelly M Harrington

...

2024/4/4

A Symptom-Based Natural Language Processing Surveillance Pipeline for Post-COVID-19 Patients.

Studies in health technology and informatics

Greg M Silverman

Geetanjali Rajamani

Nicholas E Ingraham

James K Glover

Himanshu Shekhar Sahoo

...

2024/1/1

Complementary and Integrative Health Information in the literature: its lexicon and named entity recognition

Journal of the American Medical Informatics Association

Huixue Zhou

Robin Austin

Sheng-Chieh Lu

Greg Marc Silverman

Yuqi Zhou

...

2024/2/1

Considerations for Specialized Health AI & ML Modelling and Applications: NLP

Dalton Schutte

Rui Zhang

2024/3/5

Large language models for mathematical reasoning: Progresses and challenges

arXiv preprint arXiv:2402.00157

Janice Ahn

Rishu Verma

Renze Lou

Di Liu

Rui Zhang

...

2024/1/31

EXACT-Net: EHR-guided lung tumor auto-segmentation for non-small cell lung cancer radiotherapy

arXiv preprint arXiv:2402.14099

Hamed Hooshangnejad

Xue Feng

Gaofeng Huang

Rui Zhang

Quan Chen

...

2024/2/21

A systematic evaluation of federated learning on biomedical natural language processing

arXiv preprint arXiv:2307.11254

Le Peng

Rui Zhang

Ziyue Xu

Ju Sun

2023/7/20

Prompt-NER: Zero-shot Named Entity Recognition in Astronomy Literature via Large Language Models

arXiv preprint arXiv:2310.17892

Wujun Shao

Yaohua Hu

Pengli Ji

Xiaoran Yan

Dongwei Fan

...

2023/10/27

Protocol to implement a computational pipeline for biomedical discovery based on a biomedical knowledge graph

STAR protocols

Chang Su

Yu Hou

Michael Levin

Rui Zhang

Fei Wang

2023/12/15

Association of African Ancestry–Specific APOE Missense Variant R145C With Risk of Alzheimer Disease

JAMA

Yann Le Guen

Ana-Caroline Raulin

Mark W Logue

Richard Sherva

Michael E Belloy

...

2023/2/21

A cross-institutional evaluation on breast cancer phenotyping NLP algorithms on electronic health records

Computational and Structural Biotechnology Journal

Sicheng Zhou

Nan Wang

Liwei Wang

Ju Sun

Anne Blaes

...

2023/8/22

Complementary and Integrative Health Lexicon (CIHLex) and Entity Recognition in the Literature

arXiv preprint arXiv:2305.17353

Huixue Zhou

Robin Austin

Sheng-Chieh Lu

Greg Silverman

Yuqi Zhou

...

2023/5/27

From Answers to Insights: Unveiling the Strengths and Limitations of ChatGPT and Biomedical Knowledge Graphs

Research Square

Yu Hou

Jeremy Yeung

Hua Xu

Chang Su

Fei Wang

...

2023/6/12

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