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Artificial Intelligence and Machine Learning for Improving Glycemic Control in Diabetes: Best Practices, Pitfalls, and Opportunities.
Jacobs PG, Herrero P, Facchinetti A, Vehi J, Kovatchev B, Breton MD, Cinar A, Nikita KS, Doyle FJ, Bondia J, Battelino T, Castle JR, Zarkogianni K, Narayan R, Mosquera-Lopez C. Jacobs PG, et al. Among authors: mosquera lopez c. IEEE Rev Biomed Eng. 2024;17:19-41. doi: 10.1109/RBME.2023.3331297. Epub 2024 Jan 12. IEEE Rev Biomed Eng. 2024. PMID: 37943654 Review.
Combining uncertainty-aware predictive modeling and a bedtime Smart Snack intervention to prevent nocturnal hypoglycemia in people with type 1 diabetes on multiple daily injections.
Mosquera-Lopez C, Roquemen-Echeverri V, Tyler NS, Patton SR, Clements MA, Martin CK, Riddell MC, Gal RL, Gillingham M, Wilson LM, Castle JR, Jacobs PG. Mosquera-Lopez C, et al. J Am Med Inform Assoc. 2023 Dec 22;31(1):109-118. doi: 10.1093/jamia/ocad196. J Am Med Inform Assoc. 2023. PMID: 37812784
Integrating metabolic expenditure information from wearable fitness sensors into an AI-augmented automated insulin delivery system: a randomised clinical trial.
Jacobs PG, Resalat N, Hilts W, Young GM, Leitschuh J, Pinsonault J, El Youssef J, Branigan D, Gabo V, Eom J, Ramsey K, Dodier R, Mosquera-Lopez C, Wilson LM, Castle JR. Jacobs PG, et al. Among authors: mosquera lopez c. Lancet Digit Health. 2023 Sep;5(9):e607-e617. doi: 10.1016/S2589-7500(23)00112-7. Epub 2023 Aug 3. Lancet Digit Health. 2023. PMID: 37543512 Free PMC article. Clinical Trial.
Assessment of a Decision Support System for Adults with Type 1 Diabetes on Multiple Daily Insulin Injections.
Castle JR, Wilson LM, Tyler NS, Espinoza AZ, Mosquera-Lopez CM, Kushner T, Young GM, Pinsonault J, Dodier RH, Hilts WW, Oganessian SM, Branigan DL, Gabo VB, Eom JH, Ramsey K, Youssef JE, Cafazzo JA, Winters-Stone K, Jacobs PG. Castle JR, et al. Among authors: mosquera lopez cm. Diabetes Technol Ther. 2022 Dec;24(12):892-897. doi: 10.1089/dia.2022.0252. Epub 2022 Sep 5. Diabetes Technol Ther. 2022. PMID: 35920839 Free PMC article.
21 results