Publications by authors named "Nestoras Mathioudakis"

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An AI-Powered Lifestyle Intervention vs Human Coaching in the Diabetes Prevention Program: A Randomized Clinical Trial.
Nestoras Mathioudakis, Benjamin Lalani, Mohammed S Abusamaan, Mary Alderfer, Defne Alver

JAMA· December 2025

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Risk stratification at prediabetes onset and association with diabetes outcomes using EHR data.
Junjie Luo, Di Hu, Rui Han, Diyang Lyu, Ritu Agarwal, Nestoras Mathioudakis

NPJ Metab Health Dis· December 2025

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Continuous Glucose Monitoring Data Analysis 2.0: Functional Data Pattern Recognition and Artificial Intelligence Applications.
David C Klonoff, Richard M Bergenstal, Eda Cengiz, Mark A Clements, Daniel Espes, Nestoras Mathioudakis

J Diabetes Sci Technol· November 2025

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Machine Learning to Diagnose Complications of Diabetes.
Agatha F Scheideman, Mandy M Shao, Henry Zelada, Jorge Cuadros, Joshua Foreman, Nestoras Mathioudakis

J Diabetes Sci Technol· November 2025

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Semaglutide and diabetic retinopathy: an OHDSI network study.
Cindy Xinji Cai, Akihiko Nishimura, Sally Baxter, Kerry Goetz, Michelle Hribar, Nestoras Mathioudakis

BMJ Open Diabetes Res Care· November 2025

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Modest Gains for Text Message Intervention in Type 2 Diabetes.
Nestoras Mathioudakis, Benjamin Lalani

JAMA Netw Open· September 2025

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Developing and Evaluating a Natural Language Processing Algorithm to Detect Insulin Pump and Continuous Glucose Monitor Use in Electronic Health Records of Patients with Type 1 Diabetes.
Estelle Everett, Ryan A Tiu, Bing Zhu, Jeffrey Feng, Nicholas Jackson, Nestoras Mathioudakis

Diabetes Technol Ther· September 2025

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Risk of Thyroid Tumors With GLP-1 Receptor Agonists: A Retrospective Cohort Study.
Daniel R Morales, Fan Bu, Benjamin Viernes, Scott L DuVall, Michael E Matheny, Nestoras Mathioudakis

Diabetes Care· August 2025

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Peer perceptions of clinicians using generative AI in medical decision-making.
Haiyang Yang, Tinglong Dai, Nestoras Mathioudakis, Amy M Knight, Yuna Nakayasu

NPJ Digit Med· August 2025

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Applications of Artificial Intelligence and Machine Learning in Prediabetes: A Scoping Review.
Benjamin Lalani, Rohan Herur, Daniel Zade, Grace Collins, Devin M Dishong, Nestoras Mathioudakis

J Diabetes Sci Technol· July 2025

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Effectiveness of Dexamethasone for COVID-19 in Hospitalized Patients With Diabetes: A Retrospective Cohort Study.
Salman Zahoor Bhat, Jiajun Wu, Jamie Perin, Kunbo Wang, Matthew L Robinson, Nestoras Mathioudakis

J Clin Endocrinol Metab· June 2025

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Association Between Daily Insulin Dose Adjustments and Glycemic Control in Noncritically Ill Hospitalized Hyperglycemic Patients: A Retrospective Cohort Study.
Sarah Kanbour, Andrew D Zale, Jalene Y Shim, Mohammed S Abusamaan, Nestoras Mathioudakis

Endocr Pract· May 2025

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Implementation and Evaluation of a Best Practice Advisory to Reduce Inequities in Technology Use for People With Type 1 Diabetes: Protocol for a Mixed Methods, Nonrandomized Controlled Trial.
Nestoras Mathioudakis, Risa Wolf, Abha Choudhary, Georgia Davis, Mary Pat Gallagher

JMIR Res Protoc· May 2025

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Semaglutide and Nonarteritic Anterior Ischemic Optic Neuropathy.
Cindy X Cai, Michelle Hribar, Sally Baxter, Kerry Goetz, Swarup S Swaminathan, Nestoras Mathioudakis

JAMA Ophthalmol· April 2025

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Consumer-oriented review of digital diabetes prevention programs: insights from the CDC's diabetes prevention recognition program.
Benjamin Lalani, Jalene Shim, Vidhu Vadini, Yllka Valdez, Daniel Zade, Nestoras Mathioudakis

Front Clin Diabetes Healthc· April 2025

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Large language models for diabetes training: a prospective study.
Haoxuan Li, Zehua Jiang, Zhouyu Guan, Yuqian Bao, Yuexing Liu, Nestoras Mathioudakis

Sci Bull (Beijing)· March 2025

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A Berberine Derivative for Treatment of Type 2 Diabetes.
Nestoras Mathioudakis

JAMA Netw Open· March 2025

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Expert Clinical Interpretation of Continuous Glucose Monitor Reports From Individuals Without Diabetes.
Nicole L Spartano, Brenton Prescott, Maura E Walker, Eleanor Shi, Guhan Venkatesan, Nestoras N Mathioudakis

J Diabetes Sci Technol· February 2025

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Artificial Intelligence to Diagnose Complications of Diabetes.
Alessandra T Ayers, Cindy N Ho, David Kerr, Simon Lebech Cichosz, Nestoras Mathioudakis

J Diabetes Sci Technol· January 2025

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Domain generalization for enhanced predictions of hospital readmission on unseen domains among patients with diabetes.
Ameen Abdel Hai, Mark G Weiner, Alice Livshits, Jeremiah R Brown, Anuradha Paranjape, Nestoras Mathioudakis

Artif Intell Med· December 2024

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Evaluation of a Diabetes Screening Clinical Decision Support Tool.
Eva Tseng, Ariella Stein, Nae-Yuh Wang, Nestoras N Mathioudakis, Hsin-Chieh Yeh

AJPM Focus· December 2024

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The Diabetes Technology Society Error Grid and Trend Accuracy Matrix for Glucose Monitors.
David C Klonoff, Guido Freckmann, Stefan Pleus, Boris P Kovatchev, David Kerr, Nestoras Mathioudakis

J Diabetes Sci Technol· November 2024

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Qualitative metrics from the biomedical literature for evaluating large language models in clinical decision-making: a narrative review.
Cindy N Ho, Tiffany Tian, Alessandra T Ayers, Rachel E Aaron, Vidith Phillips, Nestoras Mathioudakis

BMC Med Inform Decis Mak· November 2024

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Development of a Diabetes Navigator Toolkit to Support Diabetes Technology Uptake: The IMPACT Toolkit.
Risa M Wolf, Neha Parimi, Defne Alver, Bernard Pan, Abby Liu, Nestoras Mathioudakis

Clin Diabetes· November 2024

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A National Physician Survey Examining Switching From Sulfonylureas or Insulin to Newer Diabetes Medications.
Scott J Pilla, Isabelle J Wang, Olive Tang, Nancy L Schoenborn, Cynthia M Boyd, Nestoras N Mathioudakis

Clin Diabetes· September 2024

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