Romero-Lopez A, Burdick J, Giró-i-Nieto X, Marques O. Skin Lesion Classification from Dermoscopic Images using Deep Learning. In: The 13th IASTED International Conference on Biomedical Engineering (BioMed 2017). The 13th IASTED International Conference on Biomedical Engineering (BioMed 2017). Innsbruck Austria; 2017. (648.62 KB) |
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Castelló DRodríguez. Extracción de cráneo en imágenes de resonancia magnética del cerebro utilizando una red neuronal convolucional 3D Casamitjana A, Vilaplana V. 2017 . |
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Bellver M. Detection-aided medical image segmentation using deep learning Maninis K-K, Pont-Tuset J, van Gool L, Giró-i-Nieto X, Torres J. 2017 . (7.07 MB) |
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Górriz M. Active Deep Learning for Medical Imaging Segmentation Giró-i-Nieto X, Carlier A, Faure E. 2017 . (2.84 MB) |
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Casamitjana A, Puch S, Aduriz A, Vilaplana V. 3D Convolutional Neural Networks for Brain Tumor Segmentation: a comparison of multi-resolution architectures. In: Lecture Notes in Computer Vision. Vol. Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. Lecture Notes in Computer Vision. Springer; 2017. pp. 150-161. |
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Romero-Lopez A. Skin Lesion Detection from Dermoscopic Images using Convolutional Neural Networks Giró-i-Nieto X, Marques O. 2017 . |
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Puch S, Aduriz A, Casamitjana A, Vilaplana V, Gispert JD. Voxelwise nonlinear regression toolbox for neuroimage analysis: Application to aging and neurodegenerative disease modeling. In: NIPS 2016 Workshop on Machine Learning for Health. NIPS 2016 Workshop on Machine Learning for Health. ; 2016. (1.6 MB) |
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Casamitjana A, Puch S, Aduriz A, Sayrol E, Vilaplana V. 3D Convolutional Neural Networks for Brain Tumor Segmentation. In: MICCAI 2016 - Brain Lesion Workshop (BrainLes), Multimodal Brain Tumor Segmentation Challenge (BRATS). MICCAI 2016 - Brain Lesion Workshop (BrainLes), Multimodal Brain Tumor Segmentation Challenge (BRATS). ; 2016. (226.04 KB) |
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Catà M. Feature Selection Methods for Predicting Pre-Clinical Stage in Alzheimer's Disease Vilaplana V, Casamitjana A. 2016 . (4.52 MB) |
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Aduriz A. Analysis of the dynamics of gray matter reduction in Alzheimer's Disease Vilaplana V. 2016 . (9.47 MB) |
