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Jose Bernal
Jose Bernal
Другие именаJose Bernal Moyano
Postdoctoral research, DZNE
Подтвержден адрес электронной почты в домене dzne.de
Название
Процитировано
Процитировано
Год
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
22872018
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review
J Bernal, K Kushibar, DS Asfaw, S Valverde, A Oliver, R Martí, X Lladó
Artificial intelligence in medicine, 2018
4902018
Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
Nature communications 13 (1), 7346, 2022
2392022
Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features
K Kushibar, S Valverde, S Gonzalez-Villa, J Bernal, M Cabezas, A Oliver, ...
Medical image analysis 48, 177-186, 2018
1272018
Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks
A Clerigues, S Valverde, J Bernal, J Freixenet, A Oliver, X Lladó
Computers in biology and medicine 115, 103487, 2019
1202019
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
1132020
Transfer learning for classification of cardiovascular tissues in histological images
C Mazo, J Bernal, M Trujillo, E Alegre
Computer methods and programs in biomedicine 165, 69-76, 2018
752018
Quantitative analysis of patch-based fully convolutional neural networks for tissue segmentation on brain magnetic resonance imaging
J Bernal, K Kushibar, M Cabezas, S Valverde, A Oliver, X Lladó
IEEE Access 7, 89986-90002, 2019
562019
Artificial intelligence for diagnostic and prognostic neuroimaging in dementia: A systematic review
RJ Borchert, T Azevedo, AP Badhwar, J Bernal, M Betts, R Bruffaerts, ...
Alzheimer's & Dementia 19 (12), 5885-5904, 2023
552023
Supervised domain adaptation for automatic sub-cortical brain structure segmentation with minimal user interaction
K Kushibar, S Valverde, S Gonzalez-Villa, J Bernal, M Cabezas, A Oliver, ...
Scientific reports 9 (1), 6742, 2019
492019
A probabilistic granular tabu search for the distance constrained capacitated vehicle routing problem
J Bernal, JW Escobar, JC Paz, R Linfati, G Gatica
International Journal of Industrial and Systems Engineering 29 (4), 453-477, 2018
432018
Transparency of artificial intelligence in healthcare: insights from professionals in computing and healthcare worldwide
J Bernal, C Mazo
Applied Sciences 12 (20), 10228, 2022
352022
A granular tabu search algorithm for a real case study of a vehicle routing problem with a heterogeneous fleet and time windows
J Bernal, JW Escobar, R Linfati
Journal of Industrial Engineering and Management 10 (4), 646-662, 2017
332017
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 simulated annealing-based approach for a real case study of vehicle routing problem with a heterogeneous fleet and time windows
J Bernal, JW Escobar, R Linfati
International Journal of Shipping and Transport Logistics 13 (1-2), 185-204, 2021
272021
A four-dimensional computational model of dynamic contrast-enhanced magnetic resonance imaging measurement of subtle blood-brain barrier leakage
J Bernal, M dC Valdés-Hernández, J Escudero, AK Heye, E Sakka, ...
NeuroImage 230, 117786, 2021
232021
Automatic characterisation of chars from the combustion of pulverised coals using machine vision
D Chaves, L Fernández-Robles, J Bernal, E Alegre, M Trujillo
Powder Technology 338, 110-118, 2018
222018
Assessment of perivascular space filtering methods using a three-dimensional computational model
J Bernal, MDC Valdés-Hernández, J Escudero, R Duarte, L Ballerini, ...
Magnetic resonance imaging 93, 33-51, 2022
182022
Generating longitudinal atrophy evaluation datasets on brain magnetic resonance images using convolutional neural networks and segmentation priors
J Bernal, S Valverde, K Kushibar, M Cabezas, A Oliver, X Llado, ...
Neuroinformatics 19, 477-492, 2021
172021
Brain vascular health in ALS is mediated through motor cortex microvascular integrity
S Schreiber, J Bernal, P Arndt, F Schreiber, P Müller, L Morton, ...
Cells 12 (6), 957, 2023
162023
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