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Last Name
Institution

Erin Tallon, PhD, RN

TitleSenior Data Scientist
InstitutionChildren's Mercy Kansas City
DepartmentResearch Informatics
Address2401 Gillham Rd
Kansas City MO 64108
ORCID ORCID Icon0000-0003-1353-6632 Additional info
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    Other Positions
    TitleResearch Assistant Professor
    InstitutionUniversity of Missouri-Kansas City
    DepartmentPediatrics


    Collapse Biography 
    Collapse education and training
    University of Missouri, Columbia, MOPhD2022Health Informatics
    University of Missouri, Columbia, MOMS2020Data Science & Analytics
    Chamberlain College of Nursing, Downers Grove, ILBSN2013Nursing
    Lincoln Land Community College, Springfield, ILAAS2009Nursing

    Collapse Overview 

    Collapse Bibliography 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    1. Vandervelden C, Lockee B, Barnes M, Tallon EM, Williams DD, Kahkoska A, Cristello Sarteau A, Patton SR, Sonabend RY, Kohlenberg JD, Clements MA. Predicting and Ranking Diabetic Ketoacidosis Risk Among Youth with Type 1 Diabetes with a Clinic-to-Clinic Transferrable Machine Learning Model. Diabetes Technol Ther. 2025 Apr; 27(4):271-282. PMID: 39761067.
      View in: PubMed
    2. Shapiro MR, Tallon EM, Brown ME, Posgai AL, Clements MA, Brusko TM. Leveraging artificial intelligence and machine learning to accelerate discovery of disease-modifying therapies in type 1 diabetes. Diabetologia. 2025 Mar; 68(3):477-494. PMID: 39694914.
      View in: PubMed
    3. Zarse E, Knoll MM, Halpin K, Thompson M, Williams DD, Tallon EM, Kallanagowdar G, Tsai S. Recognizing Complications in Youth With Diabetes Admitted With Diabetic Ketoacidosis Versus Hyperglycemic Hyperosmolar State. J Pediatr Health Care. 2024 Sep-Oct; 38(5):761-768. PMID: 38888521.
      View in: PubMed
    4. Panfil K, Redel JM, Vandervelden CA, Lockee B, Kahkoska AR, Tallon EM, Williams DD, Clements MA. Correlation Between the Glycemia Risk Index and Longitudinal Hemoglobin A1c in Children and Young Adults With Type 1 Diabetes. J Diabetes Sci Technol. 2024 Jul; 18(4):771-778. PMID: 38715286.
      View in: PubMed
    5. Panfil K, Vandervelden CA, Lockee B, Tallon EM, Williams DD, Lee JM. The Glycemia Risk Index Predicts Performance of Diabetes Self-Management Habits in Youth With Type 1 Diabetes Mellitus. J Diabetes Sci Technol. 2024 Jul; 18(4):779-786. PMID: 38708581.
      View in: PubMed
    6. Hummel JJ, Liu D, Tallon E, Snyder J, Warren W, Shyu CR, Mitchem J, Cortese R. Identification of Genomic Signatures for Colorectal Cancer Survival Using Exploratory Data Mining. Int J Mol Sci. 2024 Mar 12; 25(6). PMID: 38542194.
      View in: PubMed
    7. Williams DD, Ferro D, Mullaney C, Skrabonja L, Barnes MS, Patton SR, Lockee B, Tallon EM, Vandervelden CA, Schweisberger C, Mehta S, McDonough R, Lind M, D'Avolio L, Clements MA. An "All-Data-on-Hand" Deep Learning Model to Predict Hospitalization for Diabetic Ketoacidosis in Youth With Type 1 Diabetes: Development and Validation Study. JMIR Diabetes. 2023 Jul 18; 8:e47592. PMID: 37224506.
      View in: PubMed
    8. Tallon EM, Gallagher MP, Staggs VS, Ferro D, Murthy DB, Ebekozien O, Kosiborod MN, Lind M, Manrique-Acevedo C, Shyu CR, Clements MA. 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 using Cerner Real-World Data?. BMJ Open. 2023 07 09; 13(7):e071475. PMID: 37423628.
      View in: PubMed
    9. Chela HK, Tallon EM, Baskett W, Gangu K, Tahan V, Shyu CR, Daglilar E. Liver injury on admission linked to worse outcomes in COVID-19: an analysis of 14,138 patients. Transl Gastroenterol Hepatol. 2023; 8:4. PMID: 36704655.
      View in: PubMed
    10. Tallon EM, Ebekozien O, Sanchez J, Staggs VS, Ferro D, McDonough R, Demeterco-Berggren C, Polsky S, Gomez P, Patel N, Prahalad P, Odugbesan O, Mathias P, Lee JM, Smith C, Shyu CR, Clements MA. 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. Diabetes Res Clin Pract. 2022 Dec; 194:110156. PMID: 36400172.
      View in: PubMed
    11. Patil SJ, Tallon E, Wang Y, Nayyar M, Hodges K, Phad A, Rodriguez E, Gefter L. Effect of Stanford Youth Diabetes Coaches' Program on Youth and Adults in Diverse Communities. Fam Community Health. 2022 Jul-Sep 01; 45(3):178-186. PMID: 35385435.
      View in: PubMed
    12. Tallon EM, Redondo MJ, Shyu CR, Liu D, Boles K, Clements MA. Contrast Pattern Mining With the T1D Exchange Clinic Registry Reveals Complex Phenotypic Factors and Comorbidity Patterns Associated With Familial Versus Sporadic Type 1 Diabetes. Diabetes Care. 2022 03 01; 45(3):e56-e59. PMID: 35045157.
      View in: PubMed
    13. Tallon E, Dreisbach C. Using Data Science to Understand Complexity and Quantify Heterogeneity in the Onset and Progression of Chronic Disease. Biol Res Nurs. 2019 10; 21(5):449-457. PMID: 31345047.
      View in: PubMed
    14. Patil SJ, Lewis M, Tallon EM, Wareg NK, Murray KS, Elliott SG, Stevermer JJ, Kruse RL, Mehr DR. Lay Advisor Interventions in Rural Populations: A Systematic Review and Meta-analysis. Am J Prev Med. 2019 07; 57(1):117-126. PMID: 31130461.
      View in: PubMed
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