Biomedical Applications

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

Publications

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)
Górriz M. Active Deep Learning for Medical Imaging Segmentation Giró-i-Nieto X, Carlier A, Faure E. 2017 . (2.84 MB)
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)

Pages