LLM-Based Diabetes Clinical Assistant
Predict diabetes subtype and generate AI-powered clinical interpretation using XGBoost + FLAN-T5.
Genetic Markers
Autoantibodies
Family History
Environmental Factors
Insulin Levels
Age
BMI
Physical Activity
Dietary Habits
Blood Pressure
Cholesterol Levels
Waist Circumference
Blood Glucose Levels
Ethnicity
Socioeconomic Factors
Smoking Status
Alcohol Consumption
Glucose Tolerance Test
History of PCOS
Previous Gestational Diabetes
Pregnancy History
Weight Gain During Pregnancy
Pancreatic Health
Pulmonary Function
Cystic Fibrosis Diagnosis
Steroid Use History
Genetic Testing
Neurological Assessments
Liver Function Tests
Digestive Enzyme Levels
Urine Test
Birth Weight
Early Onset Symptoms
Clear
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LLM Medical Report
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