TY  - GEN
N2  - Type 1 diabetes is a medical condition characterized by pancreatic β-cell dysfunction and insulin depletion. Management of type 1 diabetes requires precise injections of exogenous insulin in order to bring glucose within a target range (70-180 mg/dL), however this is difficult to achieve. In this dissertation, I present artificial intelligence algorithms and physiologic model systems that are designed to provide decision support for the management of type 1 diabetes.
DO  - 10.6083/sx61dn14r
DO  - DOI
AB  - Type 1 diabetes is a medical condition characterized by pancreatic β-cell dysfunction and insulin depletion. Management of type 1 diabetes requires precise injections of exogenous insulin in order to bring glucose within a target range (70-180 mg/dL), however this is difficult to achieve. In this dissertation, I present artificial intelligence algorithms and physiologic model systems that are designed to provide decision support for the management of type 1 diabetes.
T1  - Artificial intelligence and physiologic models for the management of type 1 diabetes
DA  - 2021
AU  - Tyler, Nichole Sahar
L1  - https://digitalcollections.ohsu.edu/record/9138/files/Tyler.Nichole.2021.pdf
PB  - Oregon Health and Science University
PY  - 2021
ID  - 9138
L4  - https://digitalcollections.ohsu.edu/record/9138/files/Tyler.Nichole.2021.pdf
KW  - Artificial Intelligence
KW  - Exercise
KW  - bayesian method
KW  - type 1 diabetes mellitus
KW  - clinical decision support
TI  - Artificial intelligence and physiologic models for the management of type 1 diabetes
Y1  - 2021
L2  - https://digitalcollections.ohsu.edu/record/9138/files/Tyler.Nichole.2021.pdf
LK  - https://digitalcollections.ohsu.edu/record/9138/files/Tyler.Nichole.2021.pdf
UR  - https://digitalcollections.ohsu.edu/record/9138/files/Tyler.Nichole.2021.pdf
ER  -