Browsing Institut d'Informàtica i Aplicacions by Subject "616.4"

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Condition assessment of patients with Type 1 diabetes using compositional data analysis

Biagi, Lyvia (Date of defense: 2019-07-09)

Type 1 Diabetes Mellitus (T1DM) is a chronic disease that leads to absolute insulin deficiency. People with T1DM need exogenous insulin to maintain glucose at proper levels. Achieving optimal glycemic control is a major ...

Data-driven models for type 1 diabetes using generative deep learning

Mujahid, Omer (Date of defense: 2023-09-19)

Modeling biological systems has always been challenging given the complexity of the processes involved in them. Experts have been employing physiological models to approximate the dynamics of biological systems; however, ...

Development and validation of strategies to mitigate the risk of hypoglycemic events in type 1 diabetes mellitus

Bertachi, Arthur Hirata (Date of defense: 2019-07-08)

Type 1 diabetes mellitus (T1DM) is a chronic condition resulting from the destruction of insulin-producing pancreatic beta-cells due to an autoimmune process that may occur at any age, but tends to develop in childhood and ...

Novel methods for the efficacy and safety in the artificial pancreas intended for domiciliary use

Ramkissoon, Charrise Mary (Date of defense: 2019-03-07)

Type 1 diabetes (T1D) is an autoimmune disease that targets the insulin producing β-cells in the pancreas that results in chronically elevated blood glucose (BG) levels and requires lifelong insulin-replacement therapy. ...

Reinforcement learning for bolus insulin dosing for people with type 1 diabetes

Ahmad, Sayyar (Date of defense: 2024-01-18)

Type 1 Diabetes (T1D) is a chronic metabolic disorder caused by destruction of the insulin producing beta cells in the islets of Langerhans within the pancreas due to an autoimmune reaction. T1D is distinguished by elevated ...