NeuralDx — Chest Scan Classifier
Computer Vision

NeuralDx — Chest Scan Classifier

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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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