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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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Petrone P, Vilaplana V, Casamitjana A, Sanchez-Escobedo D, Tucholka A, Cacciaglia R, et al.. Magnetic Resonance Imaging as a valuable tool for Alzheimer's disease screening. Alzheimer's & Dementia: The Journal of the Alzheimer's Association. 2017;13(7):P1245.

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Petrone P, Vilaplana V, Casamitjana A, Tucholka A, Falcon C, Cacciaglia R, et al.. Magnetic Resonance Imaging as a valuable tool for Alzheimer's disease screening. In Alzheimer’s Association International Conference, London, 2017. 2017.

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Catà M, Casamitjana A, Sánchez I, Combalia M, Vilaplana V. Masked V-Net: an approach to brain tumor segmentation. In Multimodal Brain Tumor Segmentation Benchmark, Brain-lesion Workshop, MICCAI 2017 . 2017.

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Fernàndez D, Varas D, Espadaler J, Ferreira J, Woodward A, Rodríguez D, et al.. ViTS: Video Tagging System from Massive Web Multimedia Collections. In ICCV 2017 Workshop on Web-scale Vision and Social Media . Venice, Italy; 2017.

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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). 2016.

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Aduriz A. Analysis of the dynamics of gray matter reduction in Alzheimer's Disease. Vilaplana V. 2016.

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 (9.47 MB)

Catà M. Feature Selection Methods for Predicting Pre-Clinical Stage in Alzheimer's Disease. Vilaplana V, Casamitjana A. 2016.

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Santamarta VMarcos. Machine learning for recommendation systems in job postings selection. Vidal J, Vilaplana V. 2016.

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Santamarta VMarcos. Machine learning for recommendation systems in job postings selection. Vidal J, Vilaplana V. 2016.

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Puch S. Nonlinear analysis toolbox for neurodegenerative diseases and aging. Vilaplana V. 2016.

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Varas D. Region-based Particle Filter Leveraged with a Hierarchical Co-clustering. Marqués F. Signal Theory and Communications Department. [Barcelona]: UPC; 2016.

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Ventura C. Visual Object Analysis using Regions and Local Features. Giró-i-Nieto X, Vilaplana V, Marqués F. 2016.

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Ventura C. Visual Object Analysis using Regions and Local Features. Giró-i-Nieto X, Vilaplana V, Marqués F. 2016.

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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. 2016.

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 (1.6 MB)

Panizo E. Classification techniques for Alzheimer’s disease early diagnosis. Vilaplana V. 2015.

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 (5.86 MB)

Vela ESañoso. Combinar imágenes y hábitos musicales para mejorar los sistemas de recomendación de música. Vilaplana V, Morros JRamon. 2015.

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Vela ESañoso. Combinar imágenes y hábitos musicales para mejorar los sistemas de recomendación de música. Vilaplana V, Morros JRamon. 2015.

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Alonso AHerrera. Detecció de Text utilitzant Xarxes Neuronals Convolucionals . Vilaplana V. 2015.

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Tacchini E, Morros JR, Vilaplana V, Sañoso E. Do you have a Pop face? Here is a Pop song. Using profile pictures to mitigate the cold-start problem in Music Recommender Systems. In 9th ACM Conference on Recommender Systems. 2015.

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Bellver M. Efficient Exploration of Region Hierarchies for Semantic Segmentation. Ventura C, Giró-i-Nieto X. 2015.

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 (11.62 MB)

Ventura C, Giró-i-Nieto X, Vilaplana V, McGuinness K, Marqués F, O'Connor N. Improving Spatial Codification in Semantic Segmentation. In IEEE International Conference on Image Processing (ICIP), 2015. Quebec City: IEEE; 2015.

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Ventura C, Giró-i-Nieto X, Vilaplana V, McGuinness K, Marqués F, O'Connor N. Improving Spatial Codification in Semantic Segmentation. In IEEE International Conference on Image Processing (ICIP), 2015. Quebec City: IEEE; 2015.

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Ventura C, Giró-i-Nieto X, Vilaplana V, McGuinness K, Marqués F, O'Connor NE. Improving Spatial Codification in Semantic Segmentation (Supplementary Material). 2015 .

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 (18.81 MB)

Ventura C, Giró-i-Nieto X, Vilaplana V, McGuinness K, Marqués F, O'Connor NE. Improving Spatial Codification in Semantic Segmentation (Supplementary Material). 2015 .

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 (18.81 MB)