Aura Hernández-Sabaté

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debora gilComputer Vision Center, Comp. Science Dep. UABVerified email at cvc.uab.es
petia radevaFull professor, University of Barcelona, Senior Researcher, Computer Vision CenterVerified email at ub.edu
Lluís AlbarracínUniversitat Autònoma de BarcelonaVerified email at uab.cat
Núria GorgorióUniversitat Autònoma de BarcelonaVerified email at uab.cat
Patricia Márquez-ValleComputer Vision Center (http://iam.cvc.uab.es/)Verified email at cvc.uab.es
Antonio Manuel LopezUniversitat Autònoma de Barcelona (UAB) // Computer Science Dpt & Computer Vision Center (CVC)Verified email at cvc.uab.es
Ferran PovedaUniversitat Autonoma de BarcelonaVerified email at uab.cat
Jesús Martínez del RincónSenior Lecturer at Queen's University BelfastVerified email at qub.ac.uk
Klaus McDonald-MaierProfessor, University of EssexVerified email at essex.ac.uk
Saad Sajid Minhas*PHD, University of EssexVerified email at essex.ac.uk
Shoaib EhsanAssoc. Prof, University of Southampton | Reader, University of Essex | Co-I, Responsible AI UKVerified email at soton.ac.uk
Emilio LuqueCatedrático Emérito (UAB)Verified email at uab.es
Roig C.Universitat de LleidaVerified email at diei.udl.cat
Francesc J. FerriUniversitat de ValenciaVerified email at uv.es
Vesna PrčkovskaQMENTA IncVerified email at qmenta.com
Llorenç BadiellaServei d'Estadística Aplicada UABVerified email at mat.uab.cat
Francesc CARRERAS COSTACardiac Imaging Unit, Hospital de Sant Pau, IIB Sant Pau, UAB, Clinica Creu Blanca, BarcelonaVerified email at santpau.cat
Fernando GuiradoUniversitat de LleidaVerified email at diei.udl.cat
Steven JansenUlm UniversityVerified email at uni-ulm.de
Jordi Martinez-VilaltaCREAF / Universitat Autònoma de BarcelonaVerified email at uab.es

Aura Hernández-Sabaté

Universitat Autònoma de Barcelona and Computer Vision Center

Verified email at cvc.uab.es - Homepage

Machine learning biomedical image deep learning EEG cognitive state


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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	1770	2018
A reduced feature set for driver head pose estimation K Diaz-Chito, A Hernández-Sabaté, AM López Applied Soft Computing 45, 98-107, 2016	93	2016
Statistical strategy for anisotropic adventitia modelling in IVUS D Gil, A Hernández, O Rodriguez, J Mauri, P Radeva IEEE Transactions on Medical Imaging 25 (6), 768-778, 2006	81	2006
A normalized framework for the design of feature spaces assessing the left ventricular function J Garcia-Barnes, D Gil, L Badiella, A Hernández-Sabaté, F Carreras, ... IEEE Transactions on Medical Imaging 29 (3), 733-745, 2010	38	2010
Mathematics learning opportunities when playing a Tower Defense Game. A Hernández-Sabaté, M Joanpere, N Gorgorió, L Albarracín International Journal of Serious Games 2 (4), 2015	37	2015
Image-based cardiac phase retrieval in intravascular ultrasound sequences A Hernàndez-Sabaté, D Gil, J Garcia-Barnés, E Martí IEEE transactions on ultrasonics, ferroelectrics, and frequency control 58 …, 2011	30	2011
Recognition of the mental workloads of pilots in the cockpit using EEG signals A Hernández-Sabaté, J Yauri, P Folch, MÀ Piera, D Gil Applied Sciences 12 (5), 2298, 2022	26	2022
Approaching artery rigid dynamics in IVUS A Hernàndez-Sabaté, D Gil, E Fernandez-Nofrerias, P Radeva, E Martí IEEE Transactions on Medical Imaging 28 (11), 1670-1680, 2009	26	2009
Anisotropic processing of image structures for adventitia detection in intravascular ultrasound images AH Hernandez, DG Gil, PR Radeva, EN Nofrerias Computers in Cardiology, 2004, 229-232, 2004	24	2004
Los videojuegos como objeto de investigación incipiente en Educación Matemática L Albarracín, A Hernández-Sabaté, N Gorgorió Modelling in Science Education and Learning 10 (1), 53-72, 2017	22	2017
Continuous head pose estimation using manifold subspace embedding and multivariate regression K Diaz-Chito, JM Del Rincon, A Hernández-Sabaté, D Gil IEEE Access 6, 18325-18334, 2018	20	2018
Global planar convolutions for improved context aggregation in brain tumor segmentation S Puch, I Sánchez, A Hernández, G Piella, V Prckovska Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019	19	2019
An overview of incremental feature extraction methods based on linear subspaces K Diaz-Chito, FJ Ferri, A Hernández-Sabaté Knowledge-Based Systems 145, 219-235, 2018	19	2018
Structure-preserving smoothing of biomedical images D Gil, A Hernandez-Sabaté, M Brunat, S Jansen, J Martínez-Vilalta Pattern Recognition 44 (9), 1842-1851, 2011	19	2011
PBL On Line: A proposal for the organization, part-time monitoring and assessment of PBL group activities E Marti, A Gurguí, D Gil, A Hernández-Sabaté, J Rocarías, F Poveda Journal of Technology and Science Education 5 (2), 87-96, 2015	16	2015
Vessel structures alignment by spectral analysis of ivus sequences A Hernandez, P Radeva, A Tovar, D Gil Proc. of CVII, MICCAI Workshop, 2006	15	2006
Effects of non-driving related tasks during self-driving mode S Minhas, A Hernández-Sabaté, S Ehsan, KD McDonald-Maier IEEE transactions on intelligent transportation systems 23 (2), 1391-1399, 2022	13	2022
E-pilots: A system to predict hard landing during the approach phase of commercial flights D Gil, A Hernandez-Sabate, J Enconniere, S Asmayawati, P Folch, ... IEEE Access 10, 7489-7503, 2022	12	2022
LEE: A photorealistic virtual environment for assessing driver-vehicle interactions in self-driving mode S Minhas, A Hernández-Sabaté, S Ehsan, K Díaz-Chito, A Leonardis, ... Computer Vision–ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8 …, 2016	12	2016
Exploiting Throughput for Pipeline Execution in Streaming Image Processing Applications EL F.Guirado, Ana Ripoll, C.Roig, Aura Hernandez Euro-Par 2006 Parallel Processing, 1095–1105, 2006	11*	2006

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