The Labs Analyzer

Patients receive complex lab reports with medical terminology they don't understand. Results lack plain-language explanations, creating anxiety and delaying necessary follow-up care.

Comment

As patients, we often receive lab reports with cryptic values and reference ranges. Medical jargon makes it difficult to understand what these numbers mean for our health.

We built an AI-powered (qwen3) web application that:

Extracts lab test results from PDF reports automatically Analyzes each value against normal ranges Explains results in simple language (English, French, Vietnamese, Arabic) Recommends actionable next steps Chat with patients about their results

Challenges faced PDF parsing inconsistencies across different lab report formats Rate limiting with free-tier API access Handling multi-language support in AI responses Extracting structured data from unstructured PDF text

Built With

Share this project:

Updates

Submission history