Biomedical Applications

Type Start End
Internal Jan 2012 Dec 2020
Responsible URL
Ferran Marqués

Publications

Casamitjana A, Petrone P, Artigues M, Molinuevo JL, Gispert JD, Vilaplana V. Projection to Latent Spaces Disentangles Specific Cerebral Morphometric Patterns Associated to Aging and Preclinical AD. In: Alzheimer's Association International Conference. Alzheimer's Association International Conference. ; Submitted.
Petrone P, Casamitjana A, Falcon C, Artigues M, Operto G, Skouras S, Cacciaglia R, Molinuevo JL, Vilaplana V, Gispert JD. Characteristic Brain Volumetric Changes in the AD Preclinical Signature. In: Alzheimer's Association International Conference. Alzheimer's Association International Conference. ; Submitted.
Combalia M, Bustos J, Vilaplana V. Robust Patch-Based Histology Microscopy Image Classi cation. In: International Conference on Image Analysis and Recognition ICIAR 2018. International Conference on Image Analysis and Recognition ICIAR 2018. ; Submitted.
Sánchez I, Vilaplana V. Brain MRI Super-Resolution using Generative Adversarial Networks. In: IEEE International Symposium on Biomedical Imaging (ISBI). IEEE International Symposium on Biomedical Imaging (ISBI). ; Submitted.
Bellver M, Maninis K-K, Pont-Tuset J, Torres J, Giró-i-Nieto X, Van Gool L. Detection-aided liver lesion segmentation using deep learning. In: ML4H: Machine Learning for Health Workshop at NIPS 2017. ML4H: Machine Learning for Health Workshop at NIPS 2017. ; In Press. (1 MB)
Bellver M, Maninis K-K, Pont-Tuset J, Torres J, Giró-i-Nieto X, van Gool L. Detection-aided liver lesion segmentation using deep learning. In: ML4H: Machine Learning for Health Workshop at NIPS 2017. ML4H: Machine Learning for Health Workshop at NIPS 2017. Long Beach, CA, USA; 2017.
Górriz M, Giró-i-Nieto X, Carlier A, Faure E. Cost-Effective Active Learning for Melanoma Segmentation. In: ML4H: Machine Learning for Health Workshop at NIPS 2017. ML4H: Machine Learning for Health Workshop at NIPS 2017. Long Beach, CA, USA; 2017. (521.82 KB)
Górriz M, Giró-i-Nieto X, Carlier A, Faure E. Active Deep Learning for Medical Imaging Segmentation. In: Medical Image meets NIPS 2017 Workshop. Medical Image meets NIPS 2017 Workshop. ; 2017. (187.43 KB)
Casamitjana A, Sánchez I, Combalia M, Vilaplana V. Augmented V-Net for White Matter Hyperintensities segmentation. In: WMH Segmentation Challenge, Brain-lesion Workshop, MICCAI 2017 . WMH Segmentation Challenge, Brain-lesion Workshop, MICCAI 2017 . ; 2017.
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 . Multimodal Brain Tumor Segmentation Benchmark, Brain-lesion Workshop, MICCAI 2017 . ; 2017.

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