Browsing Departament d'Arquitectura i Tecnologia de Computadors by Author "Clèrigues Garcia, Albert"
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Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks

Acute and sub-acute stroke lesion segmentation from multimodal MRI

Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks

Assessing the Accuracy and Reproducibility of PARIETAL: A Deep Learning Brain Extraction Algorithm

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

Minimizing the effect of white matter lesions on deep learning based tissue segmentation for brain volumetry

Deep learning methods for extraction of neuroimage markers in the prognosis of brain pathologies

Thesis open access ​

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Improving brain atrophy quantification with deep learning from automated labels using tissue similarity priors