Michelle Alvarado

Assistant Professor

University of Florida

United States

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Michelle Alvarado is an Assistant Professor at the University of Florida, United States. Her research focuses on applications of large language models in healthcare, patient scheduling, and health insurance decision-making. Recent articles highlight her work on drug discontinuation events, lung cancer screening eligibility, and strategies for reducing hospital readmissions.

Articles (10)

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2025

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2025

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2023

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2023

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2023

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2022

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2021

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2021

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2021

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2021

Collaborators (2)

Yonghui Wu

Assistant Professor

University of Florida

UNITED STATES

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Wayne Giang

Assistant Professor

University of Florida

UNITED STATES

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Michelle Alvarado

Research Interests

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Articles (10)

Toward a Computable Phenotype for Determining Eligibility of Lung Cancer Screening Using Electronic Health Records

Using Large Language Models to Detect and Understand Drug Discontinuation Events in Web-Based Forums: Development and Validation Study

Sequential clinical scheduling with stochastic patient re-entrance: Case of Mohs Micrographic Surgery

“Customer Reviews or Vlogger Reviews?” The Impact of Cross-Platform UGC on the Sales of Experiential Products on E-Commerce Platforms

Penalty and incentive modeling for hospital readmission reduction

Discrete-event simulation and scheduling for Mohs micrographic surgery

User Interactions With Health Insurance Decision Aids: User Study With Retrospective Think-Aloud Interviews

Informed Decision-making for Health Insurance Enrollment: Survey Study

Care Strategies for Reducing Hospital Readmissions Using Stochastic Programming

A Systematic Review on Lean Applications’ in Emergency Departments

Collaborators (2)

Yonghui Wu

Wayne Giang

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