
Computer Vision
NeuralDx — Chest Scan Classifier
Overview
NeuralDx provides authenticated users with AI-assisted classification of chest scans and a clear confidence score. Results are saved per user, with a history dashboard and downloadable PDF reports for each prediction.
How it works
- 1.Users register and sign in before uploading chest scan images.
- 2.Each upload is validated for type and size to keep the workflow safe.
- 3.The AI model classifies the scan and returns a confidence score.
- 4.Results are stored under the user account for future review.
- 5.A styled PDF report can be generated and downloaded per result.
Key features
- •Secure, authenticated user workflow
- •Strict upload validation for safer processing
- •Per-user prediction history and profile stats
- •Downloadable diagnostic-style PDF report
- •Lazy model loading for faster repeat predictions
Tech Stack
DjangoPythonSQLiteTensorFlowKerasNumPyPillowReportLabscikit-learnMatplotlibSeabornpython-dotenv
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