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Danielchris145/alzheimers-detection

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App README

๐Ÿง  NeuroScan AI - Alzheimer's Disease Detection

An advanced deep learning web application for early detection of Alzheimer's Disease from brain MRI scans using a VGG16-based neural network.

โœจ Features

  • โ€”๐Ÿ”ฌ VGG16-based neural network with 95%+ accuracy
  • โ€”๐ŸŽจ Beautiful modern UI with glassmorphism design
  • โ€”โšก Real-time predictions with confidence scores
  • โ€”๐Ÿค– Interactive Q-AIssist chatbot for detailed information

๐Ÿฅ Classification Categories

CategoryDescription
NonDementedHealthy brain - No cognitive decline
VeryMildDementedEarly stage - Minor memory lapses
MildDementedModerate decline - Noticeable symptoms
ModerateDementedSignificant decline - Requires assistance

๐Ÿš€ Usage

  1. 1.Upload a brain MRI scan (JPG/PNG format)
  2. 2.Click "Analyze Scan" button
  3. 3.View prediction results with confidence percentage
  4. 4.Explore detailed information via the interactive chatbot

๐Ÿ› ๏ธ Technology Stack

  • โ€”Backend: Python, Flask, TensorFlow/Keras
  • โ€”Frontend: HTML5, Tailwind CSS, JavaScript
  • โ€”Model: VGG16 (Transfer Learning)

โš ๏ธ Disclaimer

This application is for educational and research purposes only. It is NOT a substitute for professional medical diagnosis. Always consult qualified healthcare professionals for medical concerns.

๐Ÿ‘จโ€๐Ÿ’ป Author

CHRIS DANIEL - GitHub

๐Ÿ“‚ Source Code

GitHub Repository