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© PROJECT DETAIL
Medical Report Intelligence Platform
Medical report intelligence platform that converts PDF and image medical reports into accessible health insights using OCR and NLP.
© 01 / OVERVIEW
Swasthya Saathi bridges the gap between clinical jargon and patient comprehension. It processes PDF and image reports, extracts biomarkers with OCR and rule-based parsing, and presents results in plain language with contextual explanations.
Swasthya Saathi uses a React frontend and FastAPI backend. The app supports PDF and image uploads, then runs OCR, parsing, and analysis to extract report values.
© 02 / TECH STACK
© 03 / ARCHITECTURE
Tesseract OCR handles digitization, then regex and spaCy-based parsing extract parameter names, values, and reference ranges. A rule-based analysis layer returns structured JSON, and the backend can also provide optional LLM explanations.
© 04 / CHALLENGES
Handling report formats from different labs and hospitals with inconsistent layouts
Distinguishing numerical values from reference ranges in unstructured OCR output
Building a medical NLP pipeline without proprietary datasets
Designing an accessible, anxiety-reducing UX for patients receiving critical health data
© 05 / IMPACT
The app is designed to improve health literacy through OCR, deterministic analysis, anonymous sessions, and optional safe LLM explanations.
