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Albert Clèrigues Garcia
Albert Clèrigues Garcia
Tensor Medical
Verified email at tensormedical.ai
Title
Cited by
Cited by
Year
Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks
A Clèrigues, S Valverde, J Bernal, J Freixenet, A Oliver, X Lladó
Computers in biology and medicine 115, 103487, 2019
1432019
Acute and sub-acute stroke lesion segmentation from multimodal MRI
A Clèrigues, S Valverde, J Bernal, J Freixenet, A Oliver, X Lladó
Computer methods and programs in biomedicine 194, 105521, 2020
1332020
Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks
V Abramova, A Clerigues, A Quiles, DG Figueredo, Y Silva, S Pedraza, ...
Computerized Medical Imaging and Graphics 90, 101908, 2021
632021
Survival prediction using ensemble tumor segmentation and transfer learning
M Cabezas, S Valverde, S González-Villà, A Clérigues, M Salem, ...
arXiv preprint arXiv:1810.04274, 2018
322018
A robust ensemble algorithm for ischemic stroke lesion segmentation: Generalizability and clinical utility beyond the isles challenge
E de la Rosa, M Reyes, SL Liew, A Hutton, R Wiest, J Kaesmacher, ...
arXiv preprint arXiv:2403.19425, 2024
222024
Minimizing the effect of white matter lesions on deep learning based tissue segmentation for brain volumetry
A Clerigues, S Valverde, J Salvi, A Oliver, X Llado
Computerized Medical Imaging and Graphics 103, 102157, 2023
142023
Evaluating the use of synthetic T1-w images in new T2 lesion detection in multiple sclerosis
L Valencia, A Clèrigues, S Valverde, M Salem, A Oliver, À Rovira, X Lladó
Frontiers in Neuroscience 16, 954662, 2022
122022
Assessing the accuracy and reproducibility of PARIETAL: a deep learning brain extraction algorithm
S Valverde, L Coll, L Valencia, A Clèrigues, A Oliver, JC Vilanova, ...
Journal of Magnetic Resonance Imaging 59 (6), 1991-2000, 2024
112024
Ensemble of convolutional neural networks for acute stroke anatomy differentiation
A Clèrigues, S Valverde, J Bernal, K Kushibar, M Cabezas, A Oliver, ...
International MICCAI Brainlesion Workshop, 2018
62018
DeepISLES: a clinically validated ischemic stroke segmentation model from the ISLES'22 challenge
E de la Rosa, M Reyes, SL Liew, A Hutton, R Wiest, J Kaesmacher, ...
Nature Communications 16 (1), 7357, 2025
42025
Deep learning for medical imaging
J Bernal, K Kushibar, A Clèrigues, A Oliver, X Lladó
Deep Learning in Biology and Medicine, 11-54, 2022
32022
A quantitative analysis of deep learning methods for multiple sclerosis white matter lesion segmentation
A Clerigues, S Valverde, J Bernal, D Pareto, JC Vilanova, ...
MULTIPLE SCLEROSIS JOURNAL 24, 637-638, 2018
12018
MR brain segmentation using an ensemble of multi-path u-shaped convolutional neural networks and tissue segmentation priors
J Bernal, M Salem, K Kushibar, A Clèrigues, S Valverde, M Cabezas, ...
Accessed: Feb 20, 2019, 2018
12018
A Multi-Scanner Study of Region-Specific MS Lesion Detection Using AH-1
S Gallo, M Guirao, A Tovar, A Clerigues, L Alvarez, R Bramon, A Oliver, ...
MULTIPLE SCLEROSIS JOURNAL 31 (3), 1031-1032, 2025
2025
AH-1 Software Performance in MS Lesion Detection: Validation Against Expert Neuroradiologist Assessment
S Gallo, M Guirao, A Tovar, A Clerigues, L Alvarez, R Bramon, ...
MULTIPLE SCLEROSIS JOURNAL 31 (3), 1042-1043, 2025
2025
Improving brain atrophy quantification with deep learning from automated labels using tissue similarity priors
A Clèrigues Garcia, S Valverde Valverde, A Oliver i Malagelada, ...
Elsevier, 2024
2024
Evaluating the performance of the AH-1 imaging software for the clinical management of MS patients in real world conditions
A Clerigues, M Guirao, R Bramon, A Tovar, MA Camara-Vazquez, ...
MULTIPLE SCLEROSIS JOURNAL 30 (3), 269-270, 2024
2024
Improving generalization of MRI-based detection of new T2 lesions through fine-tuning deep learning methods
M Guirao, S Valverde, R Bramon, A Clerigues, A Tovar, ...
MULTIPLE SCLEROSIS JOURNAL 30 (3), 288-289, 2024
2024
Improving brain atrophy quantification with deep learning from automated labels using tissue similarity priors
A Clèrigues, S Valverde, A Oliver, X Lladó, ...
Computers in Biology and Medicine 179, 108811, 2024
2024
Assessing the Accuracy and Reproducibility of PARIETAL: A Deep Learning Brain Extraction Algorithm
S Valverde Valverde, L Coll, L Valencia, A Clèrigues Garcia, ...
2024
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Articles 1–20