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Adrià 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
10072018
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
1442019
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
1192019
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
452016
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
452016
Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation
A Casamitjana, M Catà, I Sánchez, M Combalia, V Vilaplana
International MICCAI Brainlesion Workshop, 381-391, 2017
432017
Masked V-Net: an approach to brain tumor segmentation
M Catà, A Casamitjana Díaz, I Sanchez Muriana, M Combalia, ...
172017
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
162019
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
142018
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
132020
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), 1-21, 2020
132020
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
62015
3D reconstruction and segmentation of dissection photographs for MRI-free neuropathology
HFJ Tregidgo, A Casamitjana, CS Latimer, MD Kilgore, E Robinson, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
32020
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
32020
Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images
A Casamitjana, M Mancini, JE Iglesias
International Workshop on Simulation and Synthesis in Medical Imaging, 44-54, 2021
22021
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
22020
Characteristic brain volumetric changes in the AD preclinical signature
P Petrone, A Casamitjana Díaz, C Falcón, M Artigues, G Operto, ...
Alzheimer's & dementia 14 (7), 1235-1235, 2018
22018
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
12019
Magnetic Resonance Imaging and machine learning make a valuable combined tool for the screening of preclinical AD
PM Petrone, V Vilaplana, A Casamitjana, DS Escobedo, A Tucholka, ...
Alzheimer's & Dementia: The Journal of the Alzheimer's Association 13 (7), P1245, 2017
12017
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, ...
https://www.sciencedirect.com/science/article/pii/S1361841521003108, 2021
2021
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