Diabetes Mellitus
Conditions
Interventions
Gold Standard:The diagnosis of previous diabetes or the results of an oral glucose tolerance test (OGTT), in conjunction with glycated hemoglobin (HbA1c) levels, serve as the gold standard for classif
Index test:Utilizing artificial intelligence (AI) methodologies, features are extracted from wearable data to train AI models, which facilitate the determination of blood glucose levels
Sponsors
Peking Union Medical College Hospital
Eligibility
Sex/Gender
All
Age
18 Years to 80 Years
Inclusion criteria
Inclusion criteria: 1.Participants aged 18 years or older; 2.Individuals diagnosed with diabetes, prediabetes, or normal glucose tolerance as per the diagnostic criteria outlined in the China Type 2 Diabetes Prevention and Treatment Guidelines (2020 edition); 3.Individuals who have provided informed consent and are capable of participating in the study, including data collection, in-hospital examinations, and the use of smartphone applications and wearable devices.
Exclusion criteria
Exclusion criteria: 1.Patients with hemophilia or other severe coagulation disorders; 2. Patients with severe dermatological conditions; 3. Patients with mental health disorders; 4. Individuals unable to cooperate with the investigator; 5. Any other conditions deemed unsuitable for participation in the study by a physician.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Sensitivity and specifity; | — |
Countries
China
Contacts
Public ContactLi Wei
Peking Union Medical College Hospital
Outcome results
None listed