Adrią Casamitjana
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Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge
HJ Kuijf, JM Biesbroek, J de Bresser, R Heinen, S Andermatt, M Bento, ...
IEEE transactions on medical imaging, 2019
Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge
L Wang, D Nie, G Li, É Puybareau, J Dolz, Q Zhang, F Wang, J Xia, Z Wu, ...
IEEE Transactions on Medical Imaging, 2019
Cascaded V-Net using ROI masks for brain tumor segmentation
A Casamitjana, M Catą, I Sįnchez, M Combalia, V Vilaplana
International MICCAI Brainlesion Workshop, 381-391, 2017
3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures
A Casamitjana, S Puch, A Aduriz, V Vilaplana
International Workshop on Brainlesion: Glioma, Multiple Sclerosis, Stroke …, 2016
3D Convolutional Networks for Brain Tumor Segmentation
A Casamitjana, S Puch, A Aduriz, E Sayrol, V Vilaplana
Proceedings of the MICCAI Challenge on Multimodal Brain Tumor Image …, 2016
DeepReg: a deep learning toolkit for medical image registration
Y Fu, NM Brown, SU Saeed, A Casamitjana, Z Baum, R Delaunay, ...
arXiv preprint arXiv:2011.02580, 2020
A multimodal computational pipeline for 3D histology of the human brain
M Mancini, A Casamitjana, L Peter, E Robinson, S Crampsie, DL Thomas, ...
Scientific reports 10 (1), 13839, 2020
Prediction of amyloid pathology in cognitively unimpaired individuals using voxel-wise analysis of longitudinal structural brain MRI
PM Petrone, A Casamitjana, C Falcon, M Artigues, G Operto, R Cacciaglia, ...
Alzheimer's research & therapy 11 (1), 72, 2019
MRI-based screening of preclinical Alzheimer’s disease for prevention clinical trials
A Casamitjana, P Petrone, A Tucholka, C Falcon, S Skouras, ...
Journal of Alzheimer's Disease 64 (4), 1099-1112, 2018
Masked V-Net: an approach to brain tumor segmentation
M Catą, A Casamitjana Dķaz, I Sanchez Muriana, M Combalia, ...
Synth-by-reg (sbr): Contrastive learning for synthesis-based registration of paired images
A Casamitjana, M Mancini, JE Iglesias
Simulation and Synthesis in Medical Imaging: 6th International Workshop …, 2021
Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas
A Casamitjana, M Lorenzi, S Ferraris, L Peter, M Modat, A Stevens, ..., 2021
Projection to Latent Spaces Disentangles Pathological Effects on Brain Morphology in the Asymptomatic Phase of Alzheimer's Disease
A Casamitjana, P Petrone, JL Molinuevo, JD Gispert, V Vilaplana
Frontiers in Neurology 11, 648, 2020
3D reconstruction and segmentation of dissection photographs for MRI-free neuropathology
HFJ Tregidgo, A Casamitjana, CS Latimer, MD Kilgore, E Robinson, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
Bayesian learning for time-varying linear prediction of speech
A Casamitjana, M Sundin, P Ghosh, S Chatterjee
2015 23rd European Signal Processing Conference (EUSIPCO), 325-329, 2015
A next-generation, histological atlas of the human brain and its application to automated brain MRI segmentation
A Casamitjana, M Mancini, E Robinson, L Peter, R Annunziata, ...
bioRxiv, 2024.02. 05.579016, 2024
Introduction to Medical Image Registration with DeepReg, Between Old and New
N Brown, Y Fu, SU Saeed, A Casamitjana, ZMC Baum, R Delaunay, ...
arXiv preprint arXiv:2009.01924, 2020
Shared latent structures between imaging features and biomarkers in early stages of Alzheimer's disease: a predictive study
A Casamitjana, P Petrone, JL Molinuevo, JD Gispert, V Vilaplana
IEEE journal of biomedical and health informatics 24 (2), 365-376, 2019
Characteristic brain volumetric changes in the AD preclinical signature
P Petrone, A Casamitjana Dķaz, C Falcón, M Artigues, G Operto, ...
Alzheimer's & dementia 14 (7), 1235-1235, 2018
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