Biomedical Applications

Type Start End
Internal Jan 2012 Dec 2020
Responsible URL
Verónica Vilaplana

Publications

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.
Romero-Lopez A. Skin Lesion Detection from Dermoscopic Images using Convolutional Neural Networks Giró-i-Nieto X, Marques O. 2017 .
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)
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)
Catà M. Feature Selection Methods for Predicting Pre-Clinical Stage in Alzheimer's Disease Vilaplana V, Casamitjana A. 2016 . (4.52 MB)
Aduriz A. Analysis of the dynamics of gray matter reduction in Alzheimer's Disease Vilaplana V. 2016 . (9.47 MB)
Puch S. Nonlinear analysis toolbox for neurodegenerative diseases and aging Vilaplana V. 2016 . (9.74 MB)
Roldan-Carlos J, Lux M, Giró-i-Nieto X, Muñoz-Trallero P, Anagnostopoulos N. Visual Information Retrieval in Endoscopic Video Archives. In: IEEE/ACM International Workshop on Content-Based Multimedia Indexing - CBMI 2015 . IEEE/ACM International Workshop on Content-Based Multimedia Indexing - CBMI 2015 . Prague, Czech Republic; 2015. (1.67 MB)
Panizo E. Classification techniques for Alzheimer’s disease early diagnosis Vilaplana V. 2015 . (5.86 MB)
Lidon A. Semantic and Diverse Summarization of Egocentric Photo Events Radeva P, Giró-i-Nieto X. 2015 . (5.34 MB)

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