Author

Erin M. Tallon

Observed names: E Tallon, E. Tallon, ERIN M. TALLON, ERIN TALLON, Erin M Tallon, Erin Tallon

Observed institutions: Cleveland Clinic, Children's Mercy Hospital, Washington University in St. Louis, Trinity College Dublin, St Michael’s Hospital, University of Kansas Medical Center, Stanford Medicine, University of Missouri–Kansas City, University of Missouri, Stanford University

ORCID: 0000-0003-1353-6632

Observed ORCID: 0000-0003-1353-6632

OpenAlex ID: A5089973532

Leveraging artificial intelligence and machine learning to accelerate discovery of disease-modifying therapies in type 1 diabetes

2024 · Melanie R. Shapiro, Erin M. Tallon, et al. · Diabetologia · 19

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An “All-Data-on-Hand” Deep Learning Model to Predict Hospitalization for Diabetic Ketoacidosis in Youth With Type 1 Diabetes: Development and Validation Study

2023 · David D Williams, Diana Ferro, et al. · JMIR Diabetes · 16

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Impact of diabetes status and related factors on COVID-19-associated hospitalization: A nationwide retrospective cohort study of 116,370 adults with SARS-CoV-2 infection

2022 · Erin M. Tallon, Osagie Ebekozien, et al. · Diabetes Research and Clinical Practice · 12

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The Glycemia Risk Index Predicts Performance of Diabetes Self-Management Habits in Youth With Type 1 Diabetes Mellitus

2024 · Kelsey Panfil, Craig A. Vandervelden, et al. · Journal of Diabetes Science and Technology · 9

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Liver injury on admission linked to worse outcomes in COVID-19: an analysis of 14,138 patients

2021 · Harleen Kaur Chela, Erin M. Tallon, et al. · Translational Gastroenterology and Hepatology · 8

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Predicting and Ranking Diabetic Ketoacidosis Risk Among Youth with Type 1 Diabetes with a Clinic-to-Clinic Transferrable Machine Learning Model

2025 · Craig Vandervelden, Brent Lockee, et al. · Diabetes Technology & Therapeutics · 6

Diabetes status and other factors as correlates of risk for thrombotic and thromboembolic events during SARS-CoV-2 infection: A nationwide retrospective case–control study usingCerner Real-World Data™

2023 · Erin M Tallon, Mary Pat Gallagher, et al. · BMJ Open · 6

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Contrast Pattern Mining With the T1D Exchange Clinic Registry Reveals Complex Phenotypic Factors and Comorbidity Patterns Associated With Familial Versus Sporadic Type 1 Diabetes

2022 · Erin M. Tallon, Maria J. Redondo, et al. · Diabetes Care · 6

Effect of Stanford Youth Diabetes Coaches' Program on Youth and Adults in Diverse Communities

2022 · Sonal J. Patil, Erin Tallon, et al. · Family & Community Health · 5

Correlation Between the Glycemia Risk Index and Longitudinal Hemoglobin A1c in Children and Young Adults With Type 1 Diabetes

2024 · Kelsey Panfil, Jacob M. Redel, et al. · Journal of Diabetes Science and Technology · 4

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Toward a Clinically Actionable, Electronic Health Record–Based Machine Learning Model to Forecast 90-Day Change in Hemoglobin A1c in Youth With Type 1 Diabetes: Feasibility and Model Development Study

2025 · Erin M Tallon, David D Williams, et al. · JMIR Diabetes · 3

Identification of Genomic Signatures for Colorectal Cancer Survival Using Exploratory Data Mining

2024 · Justin J. Hummel, Danlu Liu, et al. · International Journal of Molecular Sciences · 3

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Lay Advisor Interventions in Rural Populations: A Systematic Review and Meta-analysis

2019 · Sonal J. Patil, Melissa Lewis, et al. · American Journal of Preventive Medicine · 3

Establishment of a Diabetes-Tailored Data Intelligence Platform Enhances Clinical Care, Enables Risk-Based Monitoring, and Facilitates Population-Health-Based Approaches at a Pediatric Diabetes Network

2025 · Brent Lockee, Craig A. Vandervelden, et al. · Journal of Diabetes Science and Technology · 2

Using Data Science to Understand Complexity and Quantify Heterogeneity in the Onset and Progression of Chronic Disease

2019 · Erin Tallon, Caitlin Dreisbach · Biological Research For Nursing · 2

81. IFN-alpha and IL-6 reduce glucocorticoid sensitivity in murine microglia: A role for FKBP5?

2013 · E.M. Fagan, C. Dempsey, et al. · Brain Behavior and Immunity · 2

Recognizing Complications in Youth With Diabetes Admitted With Diabetic Ketoacidosis Versus Hyperglycemic Hyperosmolar State

2024 · Erica Zarse, Michelle M. Knoll, et al. · Journal of Pediatric Health Care · 1

2223-P: Harnessing Machine Learning to Forecast Two-Year Progression to Stage 3 Type 1 Diabetes (T1D) in Individuals with Multiple Type 1 Diabetes Autoantibodies: A Noise-Resistant, Multidimensional Clustering Approach

2026 · ERIN TALLON, MELANIE SHAPIRO, et al. · Diabetes

APEA: A Type 1 Diabetes Self-Management Ambient-AI Assistance Tool that Bridges Trajectory Prediction, Interactive Explanation, and Just-in-Time Adaptive Intervention Action.

2024 · Kun-Yi Chen, Erin M Tallon, et al. · PubMed

Accelerating data-driven discover in type 1 diabetes: an informatics-based approach

2022 · Erin M. Tallon

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1624-P: Family History of Type 1 Diabetes (T1D) and Comorbidity Status in Individuals with T1D: A Computational Deep Exploratory Data Mining Approach

2020 · ERIN M. TALLON, MARK A. CLEMENTS, et al. · Diabetes

A Deep Exploratory Mining Approach for Discovering Associations between Family History of Type 1 Diabetes and Autoimmune and Related Conditions.

2020 · Erin M. Tallon, Mark A. Clements, et al. · AMIA

2 Lifestyle behaviour outcome in heart failure prevention programme

2016 · S James, E Tallon, et al. · Heart

Works count: 23

Citation count: 107

H-index: 6

I10-index: 3