Jiang Bian

Jiang Bian

University of Florida

H-index: 39

North America-United States

About Jiang Bian

Jiang Bian, With an exceptional h-index of 39 and a recent h-index of 37 (since 2020), a distinguished researcher at University of Florida, specializes in the field of cancer informatics, data science with real-world data, eHealth and social media, ontology/semantic web, data privacy in health.

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

Geographic variation and racial disparities in adoption of newer glucose-lowering drugs with cardiovascular benefits among US Medicare beneficiaries with type 2 diabetes

An Interpretable Population Graph Network to Identify Rapid Progression of Alzheimer's Disease Using UK Biobank

Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction

Patient-Provider Discussion About Lung Cancer Screening by Race and Ethnicity: Implications for Equitable Uptake of Lung Cancer Screening

GatorTron and GatorTronGPT: Large Language Models for Clinical Narratives

Me LLaMA: Foundation Large Language Models for Medical Applications

Exploring the Relation between Contextual Social Determinants of Health and COVID-19 Occurrence and Hospitalization

Machine Learning Prediction of Autism Spectrum Disorder Through Linking Mothers' and Children's Electronic Health Record Data

Jiang Bian Information

University

Position

Health Outcomes & Biomedical Informatics

Citations(all)

6871

Citations(since 2020)

6132

Cited By

2093

hIndex(all)

39

hIndex(since 2020)

37

i10Index(all)

137

i10Index(since 2020)

121

Email

University Profile Page

University of Florida

Google Scholar

View Google Scholar Profile

Jiang Bian Skills & Research Interests

cancer informatics

data science with real-world data

eHealth and social media

ontology/semantic web

data privacy in health

Top articles of Jiang Bian

Title

Journal

Author(s)

Publication Date

Geographic variation and racial disparities in adoption of newer glucose-lowering drugs with cardiovascular benefits among US Medicare beneficiaries with type 2 diabetes

PloS one

Wei-Han Chen

Yujia Li

Lanting Yang

John M Allen

Hui Shao

...

2024/1/29

An Interpretable Population Graph Network to Identify Rapid Progression of Alzheimer's Disease Using UK Biobank

medRxiv

Weimin Meng

Rohit Inampudi

Xiang Zhang

Jie Xu

Yu Huang

...

2024

Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction

Journal of Biomedical Informatics

Cheng Peng

Xi Yang

Kaleb E Smith

Zehao Yu

Aokun Chen

...

2024/3/26

Patient-Provider Discussion About Lung Cancer Screening by Race and Ethnicity: Implications for Equitable Uptake of Lung Cancer Screening

Clinical Lung Cancer

Young-Rock Hong

Meghann Wheeler

Ruixuan Wang

Shama Karanth

Hyung-Suk Yoon

...

2024/1/1

GatorTron and GatorTronGPT: Large Language Models for Clinical Narratives

Cheng Peng

Xi Yang

Mengxian Lyu

Kaleb E Smith

Anthony Costa

...

2024

Me LLaMA: Foundation Large Language Models for Medical Applications

arXiv preprint arXiv:2402.12749

Qianqian Xie

Qingyu Chen

Aokun Chen

Cheng Peng

Yan Hu

...

2024/2/20

Exploring the Relation between Contextual Social Determinants of Health and COVID-19 Occurrence and Hospitalization

Informatics

Aokun Chen

Yunpeng Zhao

Yi Zheng

Hui Hu

Xia Hu

...

2024/1/15

Machine Learning Prediction of Autism Spectrum Disorder Through Linking Mothers' and Children's Electronic Health Record Data

medRxiv

Yongqiu Li

Yu Huang

Shuang Yang

Elahe M Shychuk

Elizabeth Shenkman

...

2024

Automatic Summarization of Doctor-Patient Encounter Dialogues Using Large Language Model through Prompt Tuning

arXiv preprint arXiv:2403.13089

Mengxian Lyu

Cheng Peng

Xiaohan Li

Patrick Balian

Jiang Bian

...

2024/3/19

Identifying demographic and home features influencing older adults’ home functioning by using machine learning models

Archives of Gerontology and Geriatrics

Mi Jung Lee

Daejin Kim

Jiang Bian

Sergio Romero

Nikolay Bliznyuk

2024/1/1

Feasibility of identifying factors related to Alzheimer's disease and related dementia in real-world data

Aokun Chen

Qian Li

Yu Huang

Yongqiu Li

Yu-neng Chuang

...

2024/2/21

Generative large language models are all-purpose text analytics engines: text-to-text learning is all your need

Journal of the American Medical Informatics Association

Cheng Peng

Xi Yang

Aokun Chen

Zehao Yu

Kaleb E Smith

...

2024/4/17

Access to Digital Technology among Teens with Asthma: A Barrier or Facilitator of Mobile Health Interventions?

Journal of Allergy and Clinical Immunology

Tamara Perry

Kasturi Sarkar

Jocelyn McGill

Kaymon Neal

Rita Brown

...

2024/2/1

Real-World Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents

Annals of Internal Medicine

Qiong Wu

Jiayi Tong

Bingyu Zhang

Dazheng Zhang

Jiajie Chen

...

2023/6/20

Assessing the Seasonality of Lab Tests Among Patients with Alzheimer's Disease and Related Dementias in OneFlorida Data Trust

medRxiv

Wenshan Han

Balu Bhasuran

Victorine Muse

Soren Brunak

Lifeng Lin

...

2024

Improving Generalizability of Extracting Social Determinants of Health Using Large Language Models through Prompt-tuning

arXiv preprint arXiv:2403.12374

Cheng Peng

Zehao Yu

Kaleb E Smith

Wei-Hsuan Lo-Ciganic

Jiang Bian

...

2024/3/19

Develop and Validate a Computable Phenotype for the Identification of Alzheimer's Disease Patients Using Electronic Health Record Data

medRxiv

Xing He

Ruoqi Wei

Yu Huang

Zhaoyi Chen

Tianchen Lyu

...

2024

Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias

Journal of Biomedical Informatics

Zehao Yu

Cheng Peng

Xi Yang

Chong Dang

Prakash Adekkanattu

...

2024/4/14

Heterogeneous treatment effects of metformin on risk of dementia in patients with type 2 diabetes: A longitudinal observational study

Alzheimer's & Dementia

Huilin Tang

Jingchuan Guo

C Elizabeth Shaaban

Zheng Feng

Yonghui Wu

...

2024/2

Gra-CRC-miRTar: The pre-trained nucleotide-to-graph neural networks to identify potential miRNA targets in colorectal cancer

bioRxiv

Rui Yin

Hongru Zhao

Lu Li

Qiang Yang

Min Zeng

...

2024

See List of Professors in Jiang Bian University(University of Florida)

Co-Authors

H-index: 80
Fei Wang, FAMIA, FIAHSI, FACMI

Fei Wang, FAMIA, FIAHSI, FACMI

Cornell University

H-index: 47
Elizabeth Shenkman

Elizabeth Shenkman

University of Florida

H-index: 44
Mattia Prosperi

Mattia Prosperi

University of Florida

H-index: 38
William R. Hogan

William R. Hogan

University of Florida

H-index: 36
Yonghui Wu

Yonghui Wu

University of Florida

H-index: 29
Rui Zhang, PhD, FAMIA

Rui Zhang, PhD, FAMIA

University of Minnesota-Twin Cities

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