EsophaGuide - Assisted Diagnosis System

The Challenge

Working with doctors specializing in swallowing disorders, we needed to create a system to assist in complicated diagnoses based on patient history and test results.

Our Solution

We built and deployed a mobile-friendly application that allows physicians to go step by step through:

• Patient history collection
• Test results analysis
• Previous surgery and treatment review
• Diagnostic scoring and visualization

The application implements AI-driven scoring algorithms developed in close partnership with medical experts. Points are assigned to different conditions and test results, then mapped to x,y,z coordinates on a 3D graph where different regions indicate different likely diagnoses.

Key Features

• Step-by-step data collection - Guided workflow for physicians
• Custom scoring algorithms - Developed with domain experts
• 3D visualization - Color-coded plotting of diagnostic regions
• Bulk import - File upload for testing large datasets
• Automated testing - Validation against hundreds of patient records

Results

• Successfully validated against expert clinical assessments
• Matches diagnoses made by specialized physicians
• Automated testing ensures algorithm accuracy over time
• Mobile-friendly interface allows use in clinical settings

Technologies Used

• Python for backend processing
• Custom scoring algorithms
• 3D data visualization
• Mobile-responsive web application