M.S. AAI Capstone Chronicles 2024

Deeb A, Al Hajeri A, Alhmoudi I, Nagelkerke N. Accurate Carbohydrate Counting Is and Important Determinant of Postprandial Glycemia in Children and Adolescents With Type 1 Diabetes on Insulin Pump Therapy. Journal of Diabetes Science and Technology. doi: 10.1177/1932296816679850 Dosovitskiy, A., Beyer, L., Kolesnikov, A., Weissenborn, D., Zhai, X., Unterthiner, T., Dehghani, M., Minderer, M., Heigold, G., Gelly, S., Uszkoreit, J. & Houlsby, N. (2021). An Image is Worth 16x16 Words: Transformers for Image Recognition https://doi.org/10.48550/arXiv.2010.11929 Fang, M., Wang, D., Selvin, E. (2024). Prevalence of Type 1 Diabetes Among US Children and Adults by Age, Sex, Race, and Ethnicity. JAMA; 331(16):1411–1413. doi:10.1001/jama.2024.2103 Freckmann, G., Buck, S., Waldenmaier, D., Kulzer, B., Schnell, O., Gelchsheimer, U., Ziegler, R., Heinemann, L. (2020). Insulin Pump Therapy for Patients With Type 2 Diabetes Mellitus: Evidence, Current Barriers, and New Technologies. J Diabetes Sci Technol. 2021 Jul;15(4):901-915. doi: 10.1177/1932296820928100. Epub 2020 Jun 1. Erratum in: J Diabetes Sci Technol. 2021 Jun 16:19322968211027984. doi: 10.1177/19322968211027984. Howard, A., Sandler, M., Chu, G., Chen, L-C., Chen, B., Tan, M., Wang, W., Zhu, Y., Pang,R., Vasudevan, V., Le, QV., Adam H. (2019). Searching for MobileNetV3. arXiv:1905.02244v5. doi:10.48550/arXiv.1905.02244 Hui, W., Haixia,T., Ronghui, J., Liyan, M., Ling, Y., Jingyao, C., Feng, L. (2024). Nutritional composition analysis in food images: an innovative Swin Transformer approach. Frontiers in Nutrition 11. doi: 10.3389/fnut.2024.1454466 https://www.frontiersin.org/journals/nutrition/articles/10.3389/fnut.2024.1454466 Lizzo, J.M., Goyal, A., & Gupta, V. (2023). Adult Diabetic Ketoacidosis. In StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing. Retrieved from https://www.ncbi.nlm.nih.gov/books/NBK560723/ Eyth, E., Naik, R. (2023). In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2024 Jan-. Available from: https://www.ncbi.nlm.nih.gov/books/NBK549816/ Glycemic Load. (2024). Glycemic Load Explained: Definition, Formula, Benefits, and Examples. Retrieved from https://glycemic-index.net/glycemic-load/

Medtronic. (2024). Sugar.IQ discontinuation. https://www.medtronicdiabetes.com/products/sugar.iq-diabetes-assistant

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