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Mariano Cabezas

A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis
Detecting the appearance of new T2-w multiple sclerosis lesions in longitudinal studies using deep convolutional neural networks
Lesion synthesis for extending MRI training datasets and improving automatic multiple sclerosis lesion segmentation
One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks
Manual delineation of only one image in unseen databases is sufficient for accurate performance in automated multiple sclerosis lesion segmentation
A supervised framework with intensity subtraction and deformation field features for the detection of new T2-w lesions in multiple sclerosis
Supervised detection of newly appearing T2-w multiple sclerosis lesions with subtraction and deformation fields features

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