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diffusion-tensor-imaging

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Synthetic Diffusion Tensor Imaging (DTI) map generation for binary classification of neurological conditions — published peer-reviewed research on DTI mean diffusivity maps using ML for brain disease detection.

  • Updated Jun 23, 2025
  • Jupyter Notebook

Advanced edge-node engineering pipeline for GE MRI scanners. Leverages 4D-Flow fluid dynamics, DTI diffusion tensor physics, UTE/ZTE bone signal recovery, and private metadata-steered RF notch filters to reconstruct non-visual diagnostic parameter matrices. Fully parallelized, HIPAA Safe Harbor compliant, and optimized with Prometheus/Grafana.

  • Updated Jun 29, 2026
  • Python

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