Automatic-Multiple-Sclerosis-Lesion-Tracking

MS Lesion Tracking with unsupervised learning methods. Used Non-Linear Dimensionality Reduction Techniques to track MS lesions in Brain MRI images

Non-Linear Dimensionality Reduction (NLDR):

Multiparametric Dataset:

Cite my paper

Uwaeze et al, Automatic Active Lesion Trackingt, MDPI 2024.

@article{uwaeze2024automatic,
  title={Automatic Active Lesion Tracking in Multiple Sclerosis Using Unsupervised Machine Learning},
  author={Uwaeze, Jason and Narayana, Ponnada A and Kamali, Arash and Braverman, Vladimir and Jacobs, Michael A and Akhbardeh, Alireza},
  journal={Diagnostics},
  volume={14},
  number={6},
  pages={632},
  year={2024},
  publisher={MDPI}
}