Raul Benitez

28 papers Journal 18Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Detection of co-occurring ocular diseases using variational autoencoder and classifier chain.
Eng. Appl. Artif. Intell.
M. Raveenthini, R. Lavanya, Raul Benitez
2025 J jnl
Grad-CAM based explanations for multiocular disease detection using Xception net.
Image Vis. Comput.
M. Raveenthini, R. Lavanya, Raul Benitez
2025 J jnl
GradCAM as an explicability method to evaluate the performance of deep learning models in classifying pediatric arteriovenous malformations (AVM) in arterial spin labeling sequences (ASL).
Health Inf. Sci. Syst.
Júlia Romagosa, Christian Mata, Raul Benitez, Arnau Valls Esteve, Sandra Bernaus, Maria Ibnoulkhatib, Christian Stephan-Otto, Josep Munuera
2025 J jnl
Interpretable diagnostic system for multiocular diseases based on hybrid meta-heuristic feature selection.
Comput. Biol. Medicine
M. Raveenthini, Lavanya R, Raul Benitez
2025 — conf
Navigating System of Systems Engineering Education: A Global Overview Preceding the European Master in Sustainable Systems Engineering (EMSSE) Journey.
SoSE
Raul Benitez, Elinda Kajo Mece, Dritan Nace, Roberto Sacile, Simona Sacone, Ilir Shinko, Enrico Zero
2025 J jnl
Novel classification of brain vascular tortuosity measures: A systematic review.
Comput. Biol. Medicine
Sandra Bernaus, Júlia Romagosa, Christian Mata, Christian Stephan-Otto, Raul Benitez, Arnau Valls Esteve, Josep Munuera
2025 J jnl
Unveiling learning trends in convolutional neural networks with dynamic mode decomposition.
Eng. Appl. Artif. Intell.
O. K. Sikha, Miguel Ángel González Ballester, Raul Benitez
2024 — conf
Deep Feature Discriminability as a Diagnostic Measure of Overfitting in CNN Models.
SAI (1)
O. K. Sikha, Raul Benitez
2024 J jnl
Generation of Rule-Based Explanations of CNN Classifiers Using Regional Features.
Neural Process. Lett.
William Philipp, R. Yashwanthika, O. K. Sikha, Raul Benitez
2024 J jnl
IARS SegNet: Interpretable Attention Residual Skip Connection SegNet for Melanoma Segmentation.
IEEE Access
Shankara Narayanan V, O. K. Sikha, Raul Benitez
2024 J jnl
Interpreting CNN predictions using conditional Generative Adversarial Networks.
Knowl. Based Syst.
R. T. Akash Guna, O. K. Sikha, Raul Benitez
2023 — conf
Ante-Hoc Generation of Task-Agnostic Interpretation Maps.
CVPR Workshops
Akash Guna R. T., Raul Benitez, O. K. Sikha
2023 — conf
Ante-Hoc Generation of Task-Agnostic Interpretation Maps.
XAI4CV
Akash Guna R. T., Raul Benitez, O. K. Sikha
2023 J jnl
IARS SegNet: Interpretable Attention Residual Skip connection SegNet for melanoma segmentation.
CoRR
Shankara Narayanan V, O. K. Sikha, Raul Benitez
2023 J jnl
Interpreting CNN Predictions using Conditional Generative Adversarial Networks.
CoRR
Akash Guna R. T., Raul Benitez, O. K. Sikha
2023 J jnl
Semi-Automatic GUI Platform to Characterize Brain Development in Preterm Children Using Ultrasound Images.
J. Imaging
David Rabanaque, Maria Regalado, Raul Benitez, Sonia Rabanaque, Thais Agut, Nuria Carreras, Christian Mata
2023 J jnl
TS-CNN: A Three-Tier Self-Interpretable CNN for Multi-Region Medical Image Classification.
IEEE Access
V. A. Ashwath, O. K. Sikha, Raul Benitez
2022 J jnl
MedicalSeg: A Medical GUI Application for Image Segmentation Management.
Algorithms
Christian Mata, Josep Munuera, Alain Lalande, Gilberto Ochoa-Ruiz, Raul Benitez
2017 — conf
Automated angiodysplasia detection from wireless capsule endoscopy.
EMBC
Ferran Noya, Marco Antonio Álvarez-González, Raul Benitez
2017 — conf
Motion estimation of subcellular structures from fluorescence microscopy images.
EMBC
Alex Vallmitjana, Azahara Civera-Tregon, Janet Hoenicka, Francesc Palau, Raul Benitez
2016 J jnl
Data-based fault detection in chemical processes: Managing records with operator intervention and uncertain labels.
Expert Syst. Appl.
Mahdieh Askarian, Raul Benitez, Moisès Graells, Reza Zarghami
2015 — conf
Spatial localization of ryanodine receptors in human cardiac cells.
EMBC
Alex Vallmitjana, Carme Nolla, Adela Herraiz-Martinez, Leif Hove-Madsen, Raul Benitez
2013 — conf
Multilevel analysis of calcium dynamics in stimulated cultures of cardiomyocytes.
EMBC
Alex Vallmitjana, M. Barriga, Leif Hove-Madsen, Raul Benitez
2012 J jnl
Enhanced plant fault diagnosis based on the characterization of transient stages.
Comput. Chem. Eng.
Isaac Monroy, Raul Benitez, Gerard Escudero, Moisès Graells
2011 — conf
Identification of nonlinear cardiac cell dynamics using radial basis function regression.
EMBC
Samir Kanaan-Izquierdo, Susana Velázquez, Raul Benitez
2011 — conf
Smart calibration for video game play by people with a movement impairment.
EMBC
Sergi Perez, Raul Benitez, David J. Reinkensmeyer
2010 J jnl
A semi-supervised approach to fault diagnosis for chemical processes.
Comput. Chem. Eng.
Isaac Monroy, Raul Benitez, Gerard Escudero, Moisès Graells
2008 J jnl
Robust Unsupervised Detection of Action Potentials With Probabilistic Models.
IEEE Trans. Biomed. Eng.
Raul Benitez, Zoran Nenadic