Marzia Cescon, Nov 2013
Marzia Cescon, a PhD student at Lund University, will be visiting on 4 Nov 2013.
- 8:00 am: meet with Richard, 109 Steele
- 8:30 am: Open
- 9:15 am: Open
- 10:00 am: Biocircuits meeting, 111 Keck
- 12:00 pm: Lunch with Jongmin and Yutaka
- 1:00 pm: Seminar
- 2:00 pm: Open
- 2:45 pm: Open
- 3:30 pm: meet with Richard, 109 Steele
- 4:00 pm: Additional meetings if needed
Title: Modeling and Prediction in Diabetes Physiology
Abstract: Diabetes is a group of metabolic diseases characterized by the inability of the organism to autonomously regulate the blood glucose levels. It requires continuing medical care to prevent acute complications and to reduce the risk of long-term complications. Inadequate glucose control is associated with damage, dysfunction and failure of various organs. The management of the disease is non-trivial and demanding. With today’s standards of current diabetes care, good glucose regulation needs constant attention and decision-making by the individuals with diabetes. Empowering the patients with a decision support system would, therefore, improve their quality of life without additional burdens nor replacing human expertise.
This talk deals with the use of data-driven techniques to the purpose of glucose metabolism modeling and short-term blood-glucose predictions in Type I Diabetes Mellitus (T1DM). The purpose of the work was to use models and predictors in an advisory tool able to produce personalized short-term blood glucose predictions and on-the-spot decision making concerning the most adequate choice of insulin delivery, meal intake and exercise, to help diabetic subjects maintaining glycemia as close to normal as possible.