Diabetes
Conditions
Interventions
Standardized education group:Standardized in-hospital diabetes education
RAG-DeepDR LLM group:Education with RAG-DeepDR LLM
Sponsors
Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine
Eligibility
Sex/Gender
All
Age
18 Years to 70 Years
Inclusion criteria
Inclusion criteria: 1. Aged 18-70 years old; 2. Diagnosed with type 1 or type 2 diabetes according to the ADA guideline; 3. HbA1c >= 7%; 4. Capable of reading and operating electronic devices; 5. Written informed consents must be obtained.
Exclusion criteria
Exclusion criteria: 1. End-stage renal disease; 2. History of cardiovascular events (such as myocardial infarction, stent implantation, unstable angina, heart failure, cardiac dysfunction, etc.) or cerebrovascular diseases (such as cerebral hemorrhage, cerebral ischemia, etc.) within the past six months; 3. Uncontrolled hyperthyroidism or hypothyroidism, pituitary-adrenal dysfunction, or other endocrine disorders; 4. Use thyroid hormones or glucocorticoid medication; 5. Pregnant, breastfeeding women or women planning to get pregnant; 6. Participants with mental disorders, cognitive impairment, or communication barriers who cannot cooperate; 7. Poor expected compliance; 8. Current participation in another clinical study.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Hemoglobin A1c; | — |
Secondary
| Measure | Time frame |
|---|---|
| Proportion of patients with HbA1c < 7.0% at 12 weeks;Glycemic control ;Change in lipid profiles;Change in body composition;Change in smoking;Change in alcohol use;Change in self-monitoring frequency of blood glucose;Incidence rate of hypoglycemia;Change in quality of life score;Change in medication adherence;Change in dietary habit;Change in exercise;Patient satisfaction with the experience; | — |
Countries
China
Contacts
Public ContactYuqian Bao
Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine
Outcome results
None listed