AI Diagnosis Assistant
Gemini + Groq powered differential diagnosis with Pakistan-specific clinical context
Overview
The AI Diagnosis Assistant uses Gemini 1.5 Flash for analysis and Groq Llama-3.1-8b-instant for reasoning. Doctors enter patient demographics, symptoms (per body system), vitals, and lab results. The AI returns red flags, ranked differential diagnoses with probability percentages and supporting/against evidence, recommended investigations with Pakistani availability and cost, treatment protocols, and referral guidance. Follow-up chat allows nuanced questions.
Standard Operating Workflow
Enter Patient Details
Age, gender, chief complaint, duration of symptoms.
Select Symptoms
Click-to-select symptom grid organized by body system (General, GI, Cardiovascular, Respiratory, etc.).
Add Vitals & Labs
Enter vital signs and paste lab results. Add existing conditions and allergies.
Analyze
Click 'Analyze with AI'. Gemini + Groq process the case.
Review Output
Red flags → differential diagnoses with % scores → investigations (with PKR cost ranges) → treatment plan → referral recommendation → Pakistan-specific notes.
Follow-Up Chat
Ask follow-up questions: 'Patient cannot afford admission' → AI adjusts management plan.
Key Operational Benefits
Real-World Healthcare Scenarios
Dengue Diagnosis
Fever + thrombocytopenia + hypotension in July. AI returns: Dengue Fever 62% with thrombocytopenia red flag, NS1 test recommendation (₨800–1,200), fluid resuscitation protocol, and mandatory DRAP reporting note.