TY  - THES
N2  - Type 1 diabetes (T1D) is a chronic disease that requires those who live with it to regularly administer exogenous insulin to maintain blood glucose (BG) within a safe range. Insufficient insulin dosing can cause high glucose, leading to complications such as diabetic retinopathy, neuropathy, and cardiomyopathy. Too much insulin can cause low glucose, and when untreated, lead to coma or death. T1D-related complications can be reduced with proper diet, exercise, and adherence to an insulin dosing regimen. Decision support systems (DSS) can also help optimize glucose management by utilizing artificial intelligence (AI) and physician expertise to suggest adjustments to therapy parameters and behavior.
DO  - 10.6083/bpxhc42728
DO  - doi
AB  - Type 1 diabetes (T1D) is a chronic disease that requires those who live with it to regularly administer exogenous insulin to maintain blood glucose (BG) within a safe range. Insufficient insulin dosing can cause high glucose, leading to complications such as diabetic retinopathy, neuropathy, and cardiomyopathy. Too much insulin can cause low glucose, and when untreated, lead to coma or death. T1D-related complications can be reduced with proper diet, exercise, and adherence to an insulin dosing regimen. Decision support systems (DSS) can also help optimize glucose management by utilizing artificial intelligence (AI) and physician expertise to suggest adjustments to therapy parameters and behavior.
AD  - Oregon Health and Science University
T1  - Improving decision support in type 1 diabetes management
ED  - Jacobs, Peter G.
ED  - Mosquera-Lopez, Clara
ED  - Wilson, Leah M.
ED  - Mentor
ED  - Chair
ED  - Advisor
DA  - 2024-02-29
AU  - Espinoza, Alejandro Z.
L1  - https://digitalcollections.ohsu.edu/record/42728/files/Espinoza.Alejandro.2024.pdf
PB  - Oregon Health and Science University
LA  - eng
PY  - 2024-02-29
ID  - 42728
L4  - https://digitalcollections.ohsu.edu/record/42728/files/Espinoza.Alejandro.2024.pdf
KW  - Decision Support Systems, Clinical
KW  - Diabetes Mellitus, Type 1
KW  - Machine Learning
KW  - Artificial Intelligence
KW  - Decision Support Systems, Clinical
KW  - glucose forecasting
KW  - postprandial glucose response
KW  - imbalanced learning
TI  - Improving decision support in type 1 diabetes management
Y1  - 2024-02-29
L2  - https://digitalcollections.ohsu.edu/record/42728/files/Espinoza.Alejandro.2024.pdf
LK  - https://digitalcollections.ohsu.edu/record/42728/files/Espinoza.Alejandro.2024.pdf
UR  - https://digitalcollections.ohsu.edu/record/42728/files/Espinoza.Alejandro.2024.pdf
ER  -