Bradley Malin

Vanderbilt University Medical Center

United States

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Articles (26)

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Collaborators (17)

Lijun Song

Associate Professor

Vanderbilt University

UNITED STATES

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Etta Pisano

Chief Research Officer

UNITED STATES

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Laurie Novak

Associate Professor

Vanderbilt University Medical Center

UNITED STATES

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Fabian Prasser

Full Professor

Berlin Institute of Health at Charité - Universitätsmedizin Berlin

GERMANY

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You Chen

Vanderbilt University Medical Center

UNITED STATES

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Tiffany Leung

University of Maastricht

NETHERLANDS

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Ang Li

UNITED STATES

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Xiaoqian Jiang

Professor

The University of Texas Health Science Center at Houston

UNITED STATES

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Ellen Clayton

Professor

Vanderbilt University

UNITED STATES

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Jamboor Vishwanatha

Regents Professor and Vice President

University of North Texas Health Science Center

UNITED STATES

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Zhijun Yin

Assistant Professor

Vanderbilt University Medical Center

UNITED STATES

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Josh Peterson

Professor

Vanderbilt University Medical Center

UNITED STATES

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Shunxing Bao

Vanderbilt University

UNITED STATES

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Yevgeniy Vorobeychik

Associate Professor

Washington University in St. Louis

UNITED STATES

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Yanshan Wang

Assistant Professor and Vice Chair of Research

University of Pittsburgh

UNITED STATES

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Rajagopal Venkatesaramani

Assistant Teaching Professor

Northeastern University

UNITED STATES

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Murat Kantarcioglu

Virginia Polytechnic Institute and State University

UNITED STATES

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Bradley Malin

Research Interests

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Articles (26)

Role and Use of Race in Artificial Intelligence and Machine Learning Models Related to Health

Evaluating Sex and Age Biases in Multimodal Large Language Models for Skin Disease Identification from Dermatoscopic Images

Large language models are less effective at clinical prediction tasks than locally trained machine learning models

Consolidated Reporting Guidelines for Prognostic and Diagnostic Machine Learning Models (CREMLS)

Re-Envisioning Electronic Health Records to Optimize Patient-Centered Cancer Care, Quality, Surveillance, and Research

The Costs of Anonymization: Case Study Using Clinical Data

Perceptions and Utilization of Online Peer Support Among Informal Dementia Caregivers: Survey Study

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

Reidentification of Participants in Shared Clinical Data Sets: Experimental Study

Leveraging generative AI to prioritize drug repurposing candidates for Alzheimer's disease with real-world clinical validation

Sentiment Dynamics Among Informal Caregivers in Web-Based Alzheimer Communities: Systematic Analysis of Emotional Support and Interaction Patterns

Applications and Concerns of ChatGPT and Other Conversational Large Language Models in Health Care: Systematic Review

Addressing ethical issues in healthcare artificial intelligence using a lifecycle-informed process

Digital Information Ecosystems in Modern Care Coordination and Patient Care Pathways and the Challenges and Opportunities for AI Solutions

AI in Biomedicine—A Forward-Looking Perspective on Health Equity

Human-Centered Design to Address Biases in Artificial Intelligence

Defending Against Membership Inference Attacks on Beacon Services

Enabling tradeoffs in privacy and utility in genomic data Beacons and summary statistics

Reporting and Methodological Observations on Prognostic and Diagnostic Machine Learning Studies

Examining Rural and Urban Sentiment Difference in COVID-19–Related Topics on Twitter: Word Embedding–Based Retrospective Study

Examining Online Behaviors of Adult-Child and Spousal Caregivers for People Living With Alzheimer Disease or Related Dementias: Comparative Study in an Open Online Community

Implicit Incentives Among Reddit Users to Prioritize Attention Over Privacy and Reveal Their Faces When Discussing Direct-to-Consumer Genetic Test Results: Topic and Attention Analysis

The Public Perception of the #GeneEditedBabies Event Across Multiple Social Media Platforms: Observational Study

A Multifaceted benchmarking of synthetic electronic health record generation models

Introducing JMIR AI

Using game theory to thwart multistage privacy intrusions when sharing data

Collaborators (17)

Lijun Song

Etta Pisano

Laurie Novak

Fabian Prasser

You Chen

Tiffany Leung

Ang Li

Xiaoqian Jiang

Ellen Clayton

Jamboor Vishwanatha

Zhijun Yin

Josh Peterson

Shunxing Bao

Yevgeniy Vorobeychik

Yanshan Wang

Rajagopal Venkatesaramani

Murat Kantarcioglu

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