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Evaluating the use of synthetic T1-w images in new T2 lesion detection in multiple sclerosis

Valencia, Liliana; Clèrigues Garcia, Albert; Valverde, Sergi; Salem, Mostafa; Oliver, Arnau; Rovira Cañellas, Alex; Llado, Xavier (Frontiers Media, 2022-09-29)
One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks

Valverde, Sergi; Salem, Mostafa; Cabezas Grebol, Mariano; Pareto Onghena, Deborah; Vilanova, Joan C; Ramió-Torrentà, Lluís; Rovira Cañellas, Alex (Elsevier, 2019)
Transductive Transfer Learning for Domain Adaptation in Brain Magnetic Resonance Image Segmentation

Kushibar, Kaisar; Salem, Mostafa; Valverde, Sergi; Rovira Cañellas, Alex; Salvi, Joaquim; Oliver, Arnau; Llado, Xavier (Frontiers Media, 2021-04-29)