Mostafa Salem | DeepAI

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research

∙ 01/17/2019

Multiple Sclerosis Lesion Synthesis in MRI using an encoder-decoder U-NET

In this paper, we propose generating synthetic multiple sclerosis (MS) l...

6 Mostafa Salem, et al. ∙

research

∙ 11/05/2018

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Gliomas are the most common primary brain malignancies, with different d...

0 Spyridon Bakas, et al. ∙

research

∙ 10/04/2018

Survival prediction using ensemble tumor segmentation and transfer learning

Segmenting tumors and their subregions is a challenging task as demonstr...

0 Mariano Cabezas, et al. ∙

research

∙ 05/31/2018

One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks

In recent years, several convolutional neural network (CNN) methods have...

0 Sergi Valverde, et al. ∙