T1DiabetesGranada: a longitudinal multi-modal dataset of type 1 diabetes mellitus.

ABSTRACT: Type 1 diabetes mellitus (T1D) patients face daily difficulties in keeping their blood glucose levels within appropriate ranges. Several techniques and devices, such as flash glucose meters, have been developed to help T1D patients improve their quality of life. Most recently, the data collected via these devices is being used to train advanced artificial intelligence models to characterize the evolution of the disease and support its management. Data scarcity is the main challenge for generating these models, as most works use private or artificially generated datasets. For this reason, this work presents T1DiabetesGranada, an open under specific permission longitudinal dataset that not only provides continuous glucose levels, but also patient demographic and clinical information. The dat

SUBMITTER: Rodriguez-Leon C 

PROVIDER: S-EPMC10733323 | biostudies-literature | 2023 Dec

REPOSITORIES: biostudies-literature