Publications (53) Gregorio Bernabe Garcia publications

2024

  1. Code Detection for Hardware Acceleration Using Large Language Models

    IEEE Access, Vol. 12, pp. 35271-35281

  2. Expanding the deep-learning model to diagnosis LVNC: limitations and trade-offs

    Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, Vol. 12, Núm. 1

  3. POAS: a framework for exploiting accelerator level parallelism in heterogeneous environments

    Journal of Supercomputing, Vol. 80, Núm. 10, pp. 14666-14693

2023

  1. Improving a Deep Learning Model to Accurately Diagnose LVNC

    Journal of Clinical Medicine, Vol. 12, Núm. 24

  2. Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators

    CC 2023 - Proceedings of the 32nd ACM SIGPLAN International Conference on Compiler Construction

2022

  1. Applying Intel's oneAPI to a machine learning case study

    Concurrency and Computation: Practice and Experience, Vol. 34, Núm. 13

  2. FARMIT: continuous assessment of crop quality using machine learning and deep learning techniques for IoT-based smart farming

    Cluster Computing, Vol. 25, Núm. 3, pp. 2163-2178

  3. HDNN: a cross-platform MLIR dialect for deep neural networks

    Journal of Supercomputing, Vol. 78, Núm. 11, pp. 13814-13830

  4. Left ventricular non-compaction cardiomyopathy automatic diagnosis using a deep learning approach

    Computer Methods and Programs in Biomedicine, Vol. 214

  5. Performance portability in a real world application: PHAST applied to Caffe

    International Journal of High Performance Computing Applications, Vol. 36, Núm. 3, pp. 419-439

2021

  1. Deploying deep learning approaches to left ventricular non-compaction measurement

    Journal of Supercomputing, Vol. 77, Núm. 9, pp. 10138-10151

  2. Towards an enhanced tool for quantifying the degree of LV hyper-trabeculation

    Journal of Clinical Medicine, Vol. 10, Núm. 3, pp. 1-13

2020

  1. A highly accurate method for quantifying LVNC cardiomyophaty

    AMIA ... Annual Symposium proceedings. AMIA Symposium, Vol. 2020, pp. 223-232

  2. Trabeculated myocardium in hypertrophic cardiomyopathy: Clinical consequences

    Journal of Clinical Medicine, Vol. 9, Núm. 10, pp. 1-11

2019

  1. A self-optimized software tool for quantifying the degree of left ventricle hyper-trabeculation

    Journal of Supercomputing, Vol. 75, Núm. 3, pp. 1625-1640

  2. Optimización y mejora en Ampliación de Estructura de Computadores

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 4

2018

  1. Artículo 14. Actividades de innovación en ampliación de estructura de computadores

    Innovación, diversidad y TIC en la enseñanza superior (Servicio de Publicaciones), pp. 146-156

  2. On the Parallelization of Stream Compaction on a Low-Cost SDC Cluster

    Scientific Programming, Vol. 2018

  3. Parallel implementations of the 3D fast wavelet transform on a Raspberry Pi 2 cluster

    Journal of Supercomputing, Vol. 74, Núm. 4, pp. 1765-1778

2017

  1. El método docente y resultados de la asignatura Ampliación y Estructura de Computadores

    IE Comunicaciones: Revista Iberoamericana de Informática Educativa, Núm. 25, pp. 23-33