Major project
Pharma & Life Sciences
Prescription reader with safety checks
Turn photos of prescriptions into structured medicine orders and check dose and allergy safety, with a pharmacist approving.
The brief
Handwritten prescriptions cause dispensing errors. Build a system that reads a prescription image, extracts medicine, strength, dose and duration into structured data, checks them against dose limits and the patient's allergies, and passes anything unclear to a pharmacist for approval. Good looks like: accuracy measured on 100 sample prescriptions, flags for doubtful readings, and no automatic dispensing without a human.
What you will build
- Create 100 realistic sample prescriptions
- Read the text with OCR and a vision model
- Extract medicine, strength, dose and duration as JSON
- Check against dose limits and allergies
- Route doubtful items to a pharmacist
- Measure accuracy and the share sent for review
Free, open data to build it with
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