Gregorio Bernabé

46 papers B 1C 4Misc 8Journal 31Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Comparative Analysis of Machine Learning and Deep Learning Approaches for Multiclass Nucleus Classification in Histological Images.
Appl. Comput. Intell. Soft Comput.
Antonio Luis Sánchez-Torres, Jesús García-Salmerón, Pilar González-Férez, Gregorio Bernabé, José Manuel García
2026 J jnl
A Data-Centric Algorithmic Pipeline for Enhancing Cardiac MRI Segmentation Using ViTUNeT and Quality-Aware Filtering.
Algorithms
Salvador de Haro, Jesús Cámara, Pilar González-Férez, José M. García, Gregorio Bernabé
2025 J jnl
A Real Time Cardiomyopathy Detection Tool Using Ml Ensemble Models.
IET Softw.
Salvador de Haro, Esteban Becerra, Pilar González-Férez, José M. García, Gregorio Bernabé
2025 J jnl
A ViTUNeT-based model using YOLOv8 for efficient LVNC diagnosis and automatic cleaning of dataset.
J. Integr. Bioinform.
Salvador de Haro, Gregorio Bernabé, José Manuel García, Pilar González-Férez
2025 J jnl
Automated mitosis detection in stained histopathological images using Faster R-CNN and stain techniques.
J. Integr. Bioinform.
Jesús García-Salmerón, José Manuel García, Gregorio Bernabé, Pilar González-Férez
2025 J jnl
Sensitivity-Constrained Evolutionary Feature Selection for Imbalanced Medical Classification: A Case Study on Rotator Cuff Tear Surgery Prediction.
Algorithms
Jose María Belmonte, Fernando Jiménez, Gracia Sánchez, Santiago Gabardo, Natalia Martínez-Catalán, Emilio Calvo, Gregorio Bernabé, José Manuel García
2025 J jnl
Survival risk prediction in hematopoietic stem cell transplantation for multiple myeloma.
J. Integr. Bioinform.
Jose María Belmonte, Miguel Blanquer, Gregorio Bernabé, Fernando Jiménez, José Manuel García
2024 J jnl
Code Detection for Hardware Acceleration Using Large Language Models.
IEEE Access
Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García
2024 J jnl
Expanding the deep-learning model to diagnosis LVNC: limitations and trade-offs.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Gregorio Bernabé, Pilar González-Férez, José Manuel García Carrasco, Guillem Casas, Josefa González-Carrillo
2024 J jnl
POAS: a framework for exploiting accelerator level parallelism in heterogeneous environments.
J. Supercomput.
Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García
2023 J jnl
Code Detection for Hardware Acceleration Using Large Language Models.
CoRR
Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García
2023 J jnl
Expanding the deep-learning model to diagnosis LVNC: Limitations and trade-offs.
CoRR
Gregorio Bernabé, Pilar González-Férez, José M. García, Guillem Casas, Josefa González-Carrillo
2023 B conf
Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators.
CC
Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé, Gregorio Bernabé, José Manuel García, Michael F. P. O'Boyle
2023 J jnl
Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators.
CoRR
Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé, Gregorio Bernabé, José Manuel García, Michael F. P. O'Boyle
2022 J jnl
Applying Intel's oneAPI to a machine learning case study.
Concurr. Comput. Pract. Exp.
Pablo Antonio Martínez, Biagio Peccerillo, Sandro Bartolini, José M. García, Gregorio Bernabé
2022 J jnl
HDNN: a cross-platform MLIR dialect for deep neural networks.
J. Supercomput.
Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García Carrasco
2022 J jnl
Left ventricular non-compaction cardiomyopathy automatic diagnosis using a deep learning approach.
Comput. Methods Programs Biomed.
Jesús M. Rodríguez-de-Vera, Gregorio Bernabé, José M. García, Daniel Saura, Josefa González-Carrillo
2022 J jnl
POAS: A high-performance scheduling framework for exploiting Accelerator Level Parallelism.
CoRR
Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García
2022 J jnl
Performance portability in a real world application: PHAST applied to Caffe.
Int. J. High Perform. Comput. Appl.
Pablo Antonio Martínez, Biagio Peccerillo, Sandro Bartolini, José M. García, Gregorio Bernabé
2021 J jnl
Deploying deep learning approaches to left ventricular non-compaction measurement.
J. Supercomput.
Jesús M. Rodríguez-de-Vera, Josefa González-Carrillo, José M. García, Gregorio Bernabé
2020 Misc conf
A highly accurate method for quantifying LVNC cardiomyophaty.
AMIA
Gregorio Bernabé, José D. Casanova, Guillem Casas, Josefa González-Carrillo
2020 J jnl
Deep learning approach to left ventricular non-compaction measurement.
CoRR
Jesús M. Rodríguez-de-Vera, Josefa González-Carrillo, José M. García, Gregorio Bernabé
2020 J jnl
Using PHAST to port Caffe library: First experiences and lessons learned.
CoRR
Eduardo José Gómez-Hernández, Pablo Antonio Martínez, Biagio Peccerillo, Sandro Bartolini, José Manuel García Carrasco, Gregorio Bernabé
2019 J jnl
A self-optimized software tool for quantifying the degree of left ventricle hyper-trabeculation.
J. Supercomput.
Gregorio Bernabé, José D. Casanova, Javier Cuenca, Josefa González-Carrillo
2018 J jnl
On the Parallelization of Stream Compaction on a Low-Cost SDC Cluster.
Sci. Program.
Gregorio Bernabé, Manuel E. Acacio
2018 J jnl
Parallel implementations of the 3D fast wavelet transform on a Raspberry Pi 2 cluster.
J. Supercomput.
Gregorio Bernabé, Raúl Hernández, Manuel E. Acacio
2017 Misc conf
Exploiting Hybrid Parallelism in the Kinematic Analysis of Multibody Systems Based on Group Equations.
ICCS
Gregorio Bernabé, José-Carlos Cano, Javier Cuenca, Antonio Flores, Domingo Giménez, Mariano Saura-Sánchez, Pablo Segado-Cabezos
2016 Misc conf
A Training Engine for Automatic Quantification of Left Ventricular Trabeculation from Cardiac MRI.
ICCS
Gregorio Bernabé, Javier Cuenca, Domingo Giménez, Josefa González-Carrillo
2015 Misc conf
A Software Tool for the Automatic Quantification of the Left Ventricle Myocardium Hyper-trabeculation Degree.
ICCS
Gregorio Bernabé, Javier Cuenca, Pedro E. López-de-Teruel, Domingo Giménez, Josefa González-Carrillo
2015 J jnl
An Autotuning Engine for the 3D Fast Wavelet Transform on Clusters with Hybrid CPU + GPU Platforms.
Int. J. Parallel Program.
Gregorio Bernabé, Javier Cuenca, Domingo Giménez
2015 J jnl
Auto-tuning techniques for linear algebra routines on hybrid platforms.
J. Comput. Sci.
Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez
2014 Misc conf
A High Performance Computing Course Guided by the LU Factorization.
ICCS
Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez, Sergio Rivas-Gomez
2014 J jnl
Improving an autotuning engine for 3D Fast Wavelet Transform on manycore systems.
J. Supercomput.
Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez
2014 Misc conf
Tuning basic Linear Algebra Routines for Hybrid CPU+GPU Platforms.
ICCS
Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez
2013 Misc conf
Optimization Techniques for 3D-FWT on Systems with Manycore GPUs and Multicore CPUs.
ICCS
Gregorio Bernabé, Javier Cuenca, Domingo Giménez
2013 C conf
Optimizing a 3D-FWT Code in a Heterogeneous Cluster of Multicore CPUs and Manycore GPUs.
SBAC-PAD
Gregorio Bernabé, Javier Cuenca, Domingo Giménez
2012 J jnl
The 2D wavelet transform on emerging architectures: GPUs and multicores.
J. Real Time Image Process.
Joaquín Franco, Gregorio Bernabé, Juan Fernández, Manuel Ujaldon
2010 Misc conf
Parallel 3D fast wavelet transform on manycore GPUs and multicore CPUs.
ICCS
Joaquín Franco, Gregorio Bernabé, Juan Fernández, Manuel Ujaldon
2009 C conf
A Parallel Implementation of the 2D Wavelet Transform Using CUDA.
PDP
Joaquín Franco, Gregorio Bernabé, Juan Fernández, Manuel E. Acacio
2009 J jnl
A lossy 3D wavelet transform for high-quality compression of medical video.
J. Syst. Softw.
Gregorio Bernabé, José M. García, José González
2008 — conf
Multicore Platforms for Scientific Computing: Cell BE and NVIDIA Tesla.
CSC
Juan Fernández, Manuel E. Acacio, Gregorio Bernabé, José L. Abellán, Joaquín Franco
2007 J jnl
An efficient implementation of a 3D wavelet transform based encoder on hyper-threading technology.
Parallel Comput.
Gregorio Bernabé, Ricardo Fernández-Pascual, José M. García, Manuel E. Acacio, José González
2005 C conf
Optimizing a 3D-FWT Video Encoder for SMPs and HyperThreading Architectures.
PDP
Ricardo Fernández-Pascual, José M. García, Gregorio Bernabé, Manuel E. Acacio
2005 J jnl
Reducing 3D Fast Wavelet Transform Execution Time Using Blocking and the Streaming SIMD Extensions.
J. VLSI Signal Process.
Gregorio Bernabé, José M. García, José González
2003 C conf
Reducing 3D Wavelet Transform Execution Time through the Streaming SIMD Extensions.
PDP
Gregorio Bernabé, José M. García, José González
2002 — conf
Memory Conscious 3D Wavelet Transform.
EUROMICRO
Gregorio Bernabé, José González, José M. García, José Duato