Conference Papers by Adrià Casamitjanaback

2019
A. Casamitjana, Petrone, P., Falcon, C., Artigues, M., Operto, G., Cacciaglia, R., Molinuevo, J. L., Vilaplana, V., and Gispert, J. D., “Detection of Amyloid Positive Cognitively unimpaired individuals using voxel-based machine learning on structural longitudinal brain MRI”, in Alzheimer's Association International Conference, 2019. Google Scholar BibTex

2018
P. Petrone, Casamitjana, A., Falcon, C., Artigues, M., Operto, G., Skouras, S., Cacciaglia, R., Molinuevo, J. L., Vilaplana, V., and Gispert, J. D., “Characteristic Brain Volumetric Changes in the AD Preclinical Signature”, in Alzheimer's Association International Conference, Chicago, USA, 2018. Google Scholar BibTex
A. Casamitjana, Petrone, P., Artigues, M., Molinuevo, J. L., Gispert, J. D., and Vilaplana, V., “Projection to Latent Spaces Disentangles Specific Cerebral Morphometric Patterns Associated to Aging and Preclinical AD”, in Alzheimer's Association International Conference, Chicago, USA, 2018. Google Scholar BibTex
A. Casamitjana, Vilaplana, V., Petrone, P., Molinuevo, J. Luis, and Gispert, J. D., “Shared latent structures between imaging features and biomarkers in early stages of Alzheimer's disease”, in Workshop on Predictive Intelligence in Medicine (PRIME), MICCAI, Granada, Spain, 2018. Google Scholar BibTex
S. Bakas, Reyes, M., Jakab, A., Bauer, S., Casamitjana, A., Vilaplana, V., and Al., et., “Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge”, in MICCAI - Multimodal Brain Tumor Segmentation Challenge, 2018. Google Scholar BibTex

2017
P. Petrone, Vilaplana, V., Casamitjana, A., Tucholka, A., Falcon, C., Cacciaglia, R., Operto, G., Skouras, S., Molinuevo, J. L., and Gispert, J. D., “Magnetic Resonance Imaging as a valuable tool for Alzheimer's disease screening”, in Alzheimer’s Association International Conference, London, 2017, 2017. Google Scholar BibTex
M. Catà, Casamitjana, A., Sánchez, I., Combalia, M., and Vilaplana, V., “Masked V-Net: an approach to brain tumor segmentation”, in Multimodal Brain Tumor Segmentation Benchmark, Brain-lesion Workshop, MICCAI 2017 , 2017. Google Scholar BibTex
A. Casamitjana, Sánchez, I., Combalia, M., and Vilaplana, V., “Augmented V-Net for White Matter Hyperintensities segmentation”, in WMH Segmentation Challenge, Brain-lesion Workshop, MICCAI 2017 , 2017. Google Scholar BibTex
A. Casamitjana, Sánchez, I., Combalia, M., and Vilaplana, V., “Augmented V-Net for infant brain segmentation”, in MICCAI Grand Challenge on 6-month Infant Brain MRI Segmentation, MICCAI 2017, 2017. Google Scholar BibTex

2016
S. Puch, Aduriz, A., Casamitjana, A., Vilaplana, V., and Gispert, J. D., “Voxelwise nonlinear regression toolbox for neuroimage analysis: Application to aging and neurodegenerative disease modeling”, in NIPS 2016 Workshop on Machine Learning for Health, 2016. Google Scholar BibTex (1.6 MB)
A. Casamitjana, Puch, S., Aduriz, A., Sayrol, E., and Vilaplana, V., “3D Convolutional Neural Networks for Brain Tumor Segmentation”, in MICCAI 2016 - Brain Lesion Workshop (BrainLes), Multimodal Brain Tumor Segmentation Challenge (BRATS), 2016. Google Scholar BibTex (226.04 KB)