Publications by authors named "Daphne Plati"
White Matter Lesion Segmentation for Multiple Sclerosis Patients implementing deep learning.
Annu Int Conf IEEE Eng Med Biol Soc
July 2022
Article Synopsis
- The research focuses on using deep learning for segmenting White Matter Lesions in MRI images of Multiple Sclerosis patients.
- A U-net architecture with a contrastive and expanding path is utilized for pixel-wise classification.
- The model shows promising results with a Dice coefficient of 0.7292, Precision of 75.92%, and Recall of 70.16% based on images from 30 patients.