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Umit Topaloglu

Wake Forest University

SCHOLARLY PAPERS

3

DOWNLOADS

616

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

A Field Guide to Deploying AI Agents in Clinical Practice

Number of pages: 39 Posted: 10 Nov 2025 Last Revised: 08 Dec 2025
Harvard University - Brigham and Women's Hospital, Massachusetts Institute of Technology (MIT) - Sloan School of Management, Brown University Health, Mass General Brigham, Harvard University - Harvard Medical School, Mass General Brigham, Harvard University - Massachusetts General Hospital, Mass General Brigham, Brown University - Legorreta Cancer Center, Mass General Brigham, Harvard University - Brigham and Women's Hospital, Harvard University - Harvard Medical School, Brown University Health, Harvard University - Dana-Farber Cancer Institute, Mass General Brigham, Government of the United States of America - National Cancer Institute, Harvard University - Harvard Medical School, Harvard University - Harvard Medical School, Mass General Brigham, Wake Forest University, Brown University and Harvard University - Brigham and Women's Hospital
Downloads 467 (165,168)

Abstract:

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Immunotherapy, Immune-Related Adverse Events, Natural Language Processing, Large Language Models, Clinical Decision Support, Human-Computer Interaction, Electronic Health Records

2.

Advancing Privacy in Deep Learning Through Data Transformations

Number of pages: 13 Posted: 03 Aug 2023
Wake Forest University, Wake Forest University, Wake Forest University, Cornell University - Weill Cornell Medicine, Wake Forest University and Wake Forest University
Downloads 103 (674,591)

Abstract:

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deep learning, Model Privacy, Gerchberg-Saxton, Convolutional Neural Network, Adversarial Attacks, Membership Inference, Model Inversion, Deep Convolutional Generative Adversarial Network

3.

Evaluation of Electronic Health Record to Hl7® Fhir® Mappings in Pediatric Research Studies

Number of pages: 26 Posted: 29 Jan 2025
UT Health San Antonio, UT Health San Antonio, Duke University - Duke Clinical Research Institute, University of Arkansas for Medical Sciences, Wake Forest University, Duke University - School of Medicine, Duke University - School of Medicine, Duke University - Duke Clinical Research Institute and Duke University - Duke Clinical Research Institute
Downloads 46 (1,183,237)

Abstract:

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Clinical research, pediatric research, electronic data capture, Electronic Health Records, health information technology, eSource