LAB / 001
BUILDINGMedical Document Intelligence
Document → OCR → AI extraction → timeline → human review.
Try the experiment
Ideas, prototypes and technical experiments I'm exploring.
LAB / 001
BUILDINGDocument → OCR → AI extraction → timeline → human review.
Try the experimentLAB / 002
EXPERIMENTTurning ordinary receipts into structured household purchase data.
LAB / 003
RESEARCHMeasuring OCR accuracy, AI correction and structured extraction reliability.
Pick a synthetic sample document and run it through the pipeline: OCR reads the page, AI extraction turns it into structured fields, and anything below the confidence bar gets flagged for human review.
℞
1. Amlodipine 5 mg
Sig: 1 tablet once daily, morning — 30 days
2. Metformin 500 mg
Sig: 1 tablet twice daily with meals — 30 days
Review blood pressure in 4 weeks.
Signature: S. Karim · Next visit: 09 Jun 2026
| TEST | RESULT | REFERENCE |
|---|---|---|
| HbA1c | 6.8 % (H) | 4.0 – 5.6 % |
| Fasting glucose | 7.2 mmol/L (H) | 3.9 – 5.5 |
| LDL cholesterol | 3.4 mmol/L | < 3.4 |
| Creatinine | 84 µmol/L | 60 – 110 |
Verified by: Lab In-charge · CityLab Diagnostics
S: No headaches, mild ankle swelling in the evenings. Taking medication regularly.
O: BP 140/90 mmHg. Pulse 76, regular. No pedal oedema at examination.
A: Hypertension — partially controlled. Type 2 diabetes — stable on current dose.
P: Continue Amlodipine 5 mg daily. Repeat HbA1c before next visit. Review in 8 weeks.
Dr. S. Karim · Green Valley Clinic
STRUCTURED RESULT
PATIENT TIMELINE
Prepared sample documents with synthetic patient data — nothing here is real, and this demo doesn't accept uploads. The results replay output from the same OCR → extraction approach the project explores, with low-confidence fields routed to human review instead of being trusted automatically.
These experiments are open to collaboration, feedback or a serious build.