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Machine Learning and Health Science Research: Tutorial.
Cho H, She J, De Marchi D, El-Zaatari H, Barnes EL, Kahkoska AR, Kosorok MR, Virkud AV. Cho H, et al. Among authors: kosorok mr. J Med Internet Res. 2024 Jan 30;26:e50890. doi: 10.2196/50890. J Med Internet Res. 2024. PMID: 38289657 Free PMC article.
Identification of clinically relevant dysglycemia phenotypes based on continuous glucose monitoring data from youth with type 1 diabetes and elevated hemoglobin A1c.
Kahkoska AR, Adair LA, Aiello AE, Burger KS, Buse JB, Crandell J, Maahs DM, Nguyen CT, Kosorok MR, Mayer-Davis EJ. Kahkoska AR, et al. Among authors: kosorok mr. Pediatr Diabetes. 2019 Aug;20(5):556-566. doi: 10.1111/pedi.12856. Epub 2019 Apr 29. Pediatr Diabetes. 2019. PMID: 30972889 Free PMC article. Clinical Trial.
Assessment of a Precision Medicine Analysis of a Behavioral Counseling Strategy to Improve Adherence to Diabetes Self-management Among Youth: A Post Hoc Analysis of the FLEX Trial.
Kahkoska AR, Lawson MT, Crandell J, Driscoll KA, Kichler JC, Seid M, Maahs DM, Kosorok MR, Mayer-Davis EJ. Kahkoska AR, et al. Among authors: kosorok mr. JAMA Netw Open. 2019 May 3;2(5):e195137. doi: 10.1001/jamanetworkopen.2019.5137. JAMA Netw Open. 2019. PMID: 31150087 Free PMC article. Clinical Trial.
Longitudinal Phenotypes of Type 1 Diabetes in Youth Based on Weight and Glycemia and Their Association With Complications.
Kahkoska AR, Nguyen CT, Adair LA, Aiello AE, Burger KS, Buse JB, Dabelea D, Dolan LM, Malik FS, Mottl AK, Pihoker C, Reboussin BA, Sauder KA, Kosorok MR, Mayer-Davis EJ. Kahkoska AR, et al. Among authors: kosorok mr. J Clin Endocrinol Metab. 2019 Dec 1;104(12):6003-6016. doi: 10.1210/jc.2019-00734. J Clin Endocrinol Metab. 2019. PMID: 31290977 Free PMC article.
Estimating individualized treatment regimes from crossover designs.
Nguyen CT, Luckett DJ, Kahkoska AR, Shearrer GE, Spruijt-Metz D, Davis JN, Kosorok MR. Nguyen CT, et al. Among authors: kosorok mr. Biometrics. 2020 Sep;76(3):778-788. doi: 10.1111/biom.13186. Epub 2019 Dec 19. Biometrics. 2020. PMID: 31743424 Free PMC article. Clinical Trial.
Characterizing the weight-glycemia phenotypes of type 1 diabetes in youth and young adulthood.
Kahkoska AR, Nguyen CT, Jiang X, Adair LA, Agarwal S, Aiello AE, Burger KS, Buse JB, Dabelea D, Dolan LM, Imperatore G, Lawrence JM, Marcovina S, Pihoker C, Reboussin BA, Sauder KA, Kosorok MR, Mayer-Davis EJ. Kahkoska AR, et al. Among authors: kosorok mr. BMJ Open Diabetes Res Care. 2020 Jan;8(1):e000886. doi: 10.1136/bmjdrc-2019-000886. BMJ Open Diabetes Res Care. 2020. PMID: 32049631 Free PMC article.
Estimating Dynamic Treatment Regimes in Mobile Health Using V-learning.
Luckett DJ, Laber EB, Kahkoska AR, Maahs DM, Mayer-Davis E, Kosorok MR. Luckett DJ, et al. Among authors: kosorok mr. J Am Stat Assoc. 2020;115(530):692-706. doi: 10.1080/01621459.2018.1537919. Epub 2019 Apr 17. J Am Stat Assoc. 2020. PMID: 32952236 Free PMC article.
Dietary intake on days with and without hypoglycemia in youth with type 1 diabetes: The Flexible Lifestyle Empowering Change trial.
Igudesman D, Crandell J, Zhong VW, Cristello Sarteau A, Kahkoska AR, Corbin K, Pratley R, Kosorok MR, Maahs DM, Mayer-Davis EJ. Igudesman D, et al. Among authors: kosorok mr. Pediatr Diabetes. 2020 Dec;21(8):1475-1484. doi: 10.1111/pedi.13132. Epub 2020 Oct 5. Pediatr Diabetes. 2020. PMID: 32981192 Free PMC article. Clinical Trial.
The Impact of Racial and Ethnic Health Disparities in Diabetes Management on Clinical Outcomes: A Reinforcement Learning Analysis of Health Inequity Among Youth and Young Adults in the SEARCH for Diabetes in Youth Study.
Kahkoska AR, Pokaprakarn T, Alexander GR, Crume TL, Dabelea D, Divers J, Dolan LM, Jensen ET, Lawrence JM, Marcovina S, Mottl AK, Pihoker C, Saydah SH, Kosorok MR, Mayer-Davis EJ. Kahkoska AR, et al. Among authors: kosorok mr. Diabetes Care. 2022 Jan 1;45(1):108-118. doi: 10.2337/dc21-0496. Diabetes Care. 2022. PMID: 34728528 Free PMC article.
183 results