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Alzhimers-Disease-Prediction-Using-Deep-learning

The premium Open Source alternative to Manual MRI Analysis

🎯 Best for:Data scientists working on medical imaging and early-stage dementia detection.
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What is Alzhimers-Disease-Prediction-Using-Deep-learning?

Replaces manual radiological assessment with a deep learning model using 3D Autoencoders and 2D AlexNet for Alzheimer's detection. It processes brain MRI scans from the ADNI study to identify preclinical structural changes with 86% accuracy.

Tech Stack
PythonPharma & Biotechnology

Why Alzhimers-Disease-Prediction-Using-Deep-learning?

  • • Effective transfer learning on small datasets
  • • Automated skull-stripping and normalization
  • • Uses industry-standard PyTorch

Limitations

  • • High GPU requirements for training
  • • Requires SPM12 for preprocessing
  • • Limited to MRI modality
2/16/2026
Last Update
25
Forks
1
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License
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Competitor Cost
-$1,440
/ year (est. based on Manual MRI Analysis)
Self-Hosted
$0
/ year
Team Size10 Users
150+
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