Characterization of Type 1 Diabetes Subgroup: An Artificial Intelligence Analysis of Clinical and Glucometric Features

Summary

The goal of this observational study is to characterize different subgroups among patients with type 1 diabetes. The main research question is: Are there distinct subtypes among people with type 1 diabetes? Participants will be invited to take part in the study by allowing access to their health data. They will not be required to undergo any additional examinations, tests, visits, or interventions.

Eligibility

Inclusion Criteria:

* Individuals with type 1 diabetes (T1D) aged 18 years or older.
* T1D individuals expected to have regular follow-up at the Endocrinology and Nutrition Department of Hospital de la Santa Creu i Sant Pau.
* Users of continuous glucose monitoring (CGM) systems for at least the last 6 months of 2024.
* Willingness and ability to provide written informed consent to participate in the study (by the patient or his/her representative).

Exclusion Criteria:

* Presence of severe comorbidities or medical conditions that, in the investigator's judgment, could interfere with participation in the study or the interpretation of results. This circumstance is expected to be exceptional, as the study aims to be as inclusive as possible.

Conditions2

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