Publications (35) ROSA MARIA MENCHON LARA publications

2024

  1. Multi-Device Parallel MRI Reconstruction: Efficient Partitioning for Undersampled 5D Cardiac CINE

    Sensors, Vol. 24, Núm. 4

2023

  1. Convolution-based free-form deformation for multimodal groupwise registration

    Signal Processing, Vol. 210

  2. Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics

    Signal Processing, Vol. 202

  3. Enhancing MRI Reconstruction Efficiency ThroughMulti-GPU Parallelization

    CASEIB 2023. Libro de Actas del XLI Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Contribuyendo a la salud basada en valor

2021

  1. A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction

    Computer Methods and Programs in Biomedicine, Vol. 207

  2. Elastic alignedsense for dynamic mr reconstruction: A proof of concept in cardiac cine

    Entropy, Vol. 23, Núm. 5

  3. Fast 4D elastic group-wise image registration. Convolutional interpolation revisited

    Computer Methods and Programs in Biomedicine, Vol. 200

2019

  1. Reconstruction techniques for cardiac cine MRI

    Insights into Imaging, Vol. 10, Núm. 1

  2. Space-time variant weighted regularization in compressed sensing cardiac cine MRI

    Magnetic Resonance Imaging, Vol. 58, pp. 44-55

  3. Volumetric DCE-MRI Phantom for Liver Perfusion Analysis

    Hacia una salud personalizada y universal. XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Actas del Congreso CASEIB 2019

2017

  1. An efficient multi-resolution reconstruction scheme with motion compensation for 5d free-breathing whole-heart MRI

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Bioinspired architecture selection for multitask learning

    Frontiers in Neuroinformatics, Vol. 11

2016

  1. Early-stage atherosclerosis detection using deep learning over carotid ultrasound images

    Applied Soft Computing Journal, Vol. 49, pp. 616-628

2015

  1. Estimation of the arterial diameter in ultrasound images of the common carotid artery

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Frequency-domain active contours solution to evaluate intima-media thickness of the common carotid artery

    Biomedical Signal Processing and Control, Vol. 16, pp. 68-79

  3. Fully automatic segmentation of ultrasound common carotid artery images based on machine learning

    Neurocomputing, Vol. 151, Núm. P1, pp. 161-167

  4. Related tasks selection to multitask learning schemes

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Using machine learning techniques for the automatic detection of arterial wall layers in carotid ultrasounds

    Advances in Intelligent Systems and Computing

2014

  1. Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks

    Medical and Biological Engineering and Computing, Vol. 52, Núm. 2, pp. 169-181

  2. Automatic image-based segmentation of the heart from CT scans

    Eurasip Journal on Image and Video Processing, Vol. 2014, Núm. 1