🏥 CareMap: EHR Enhancement Platform
One Model. Three Modules. Better Outcomes.
Powered by Google's MedGemma clinical foundation model.
Caregiver Fridge Sheets
MedGemma transforms complex EHR data into printable 8.5x11" pages that caregivers can post on the fridge.
| Page | For | Content |
|---|---|---|
| 📋 Patient Data | Judges/Devs | Raw EHR input — what MedGemma receives |
| 💊 Medications | Ayah/Helper | Daily schedule with timing & food instructions |
| 🔬 Labs | Family | Test results explained in plain language |
| ✅ Care Actions | Family | Tasks organized: Today / This Week / Coming Up |
| 🫁 Imaging | Family | X-ray findings with AI interpretation |
| 🔗 Connections | Both | How meds, labs, and actions work together |
| 🌏 Meds (বাংলা) | Ayah | Bengali medication schedule via NLLB-200 |
| 🌏 Actions (বাংলা) | Ayah | Bengali care actions via NLLB-200 |
Select Patient
Choose a patient to view pre-generated fridge sheets
Language (Medications & Care Actions)
Translates Medication Schedule and Care Actions pages using NLLB-200
🖨️ How to Print
- Click on a page tab above
- Press Ctrl+P (Windows) or Cmd+P (Mac)
- Only the fridge sheet content will print — Gradio controls are hidden automatically
- Each page is designed for 8.5×11" paper
About CareMap
CareMap enhances existing EHRs with clinical AI - it doesn't replace your system, it makes it smarter.
| Module | For | MedGemma Mode |
|---|---|---|
| Patient Portal | Caregivers & Families | Text reasoning |
| Radiology Triage | Radiologists | Multimodal (image + text) |
| HL7 Message Triage | Lab/Clinical Staff | Text reasoning |
Why This Matters (India Context)
- 1:100,000 - Radiologist-to-patient ratio
- 72 hours - Average X-ray report delay
- 1000+ - HL7 messages per day in busy hospitals
Built for Kaggle MedGemma Impact Challenge | Powered by Google's MedGemma | Demo only - Not for clinical use