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Pablo Casaseca-de-la-Higuera

J. Pablo Casaseca-de-la-Higuera – Pablo Casaseca

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2024
[j28]
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  - journals/sensors/BartolomeHornillosSPGVC24
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César Bartolomé-Hornillos, Luis M. San-José-Revuelta, Javier Manuel Aguiar Pérez, Carlos García-Serrada, Eduardo Vara-Pazos, Pablo Casaseca-de-la-Higuera:
A Self-Adaptive Automatic Incident Detection System for Road Surveillance Based on Deep Learning. Sensors 24(6): 1822 (2024)
2023
[j27]
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  - journals/artmed/AmadoCaballeroCAALA23
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Patricia Amado-Caballero, Pablo Casaseca-de-la-Higuera, Susana Alberola-Lopez, Jesus Maria Andres-de-Llano, Jose Antonio Lopez-Villalobos, Carlos Alberola-López:
Insight into ADHD diagnosis with deep learning on Actimetry: Quantitative interpretation of occlusion maps in age and gender subgroups. Artif. Intell. Medicine 143: 102630 (2023)
[j26]
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  - journals/sigpro/Menchon-LaraSRC23
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Rosa-María Menchón-Lara, Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Pablo Casaseca-de-la-Higuera, Miguel Ángel Martín-Fernández, Carlos Alberola-López:
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics. Signal Process. 202: 108771 (2023)
[j25]
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Rosa-María Menchón-Lara, Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Pablo Casaseca-de-la-Higuera, Miguel Ángel Martín-Fernández, Carlos Alberola-López:
Convolution-based free-form deformation for multimodal groupwise registration. Signal Process. 210: 109093 (2023)
2021
[j24]
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Rosa-María Menchón-Lara, Javier Royuela-del-Val, Federico Simmross-Wattenberg, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López:
Fast 4D elastic group-wise image registration. Convolutional interpolation revisited. Comput. Methods Programs Biomed. 200: 105812 (2021)
2020
[j23]
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  - journals/entropy/Martin-Gonzalez20
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Elena Martín-González, Teresa Sevilla-Ruiz, Ana Revilla-Orodea, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López:
Groupwise Non-Rigid Registration with Deep Learning: An Affordable Solution Applied to 2D Cardiac Cine MRI Reconstruction. Entropy 22(6): 687 (2020)
[j22]
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Luis M. San-José-Revuelta, Pablo Casaseca-de-la-Higuera:
Two-stage memetic algorithm for blind equalisation in direct-sequence/code-division multiple-access systems. IET Commun. 14(17): 3039-3046 (2020)
[j21]
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Ignacio Martinez-Alpiste, Pablo Casaseca-de-la-Higuera, José M. Alcaraz-Calero, Christos Grecos, Qi Wang:
Smartphone-based object recognition with embedded machine learning intelligence for unmanned aerial vehicles. J. Field Robotics 37(3): 404-420 (2020)
[j20]
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Luis M. San-José-Revuelta, Pablo Casaseca-de-la-Higuera:
A new flower pollination algorithm for equalization in synchronous DS/CDMA multiuser communication systems. Soft Comput. 24(17): 13069-13083 (2020)
[j19]
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Patricia Amado-Caballero, Pablo Casaseca-de-la-Higuera, Susana Alberola-Lopez, Jesus Maria Andres-de-Llano, Jose Antonio Lopez-Villalobos, Jose Ramon-Garmendia Leiza, Carlos Alberola-López:
Objective ADHD Diagnosis Using Convolutional Neural Networks Over Daily-Life Activity Records. IEEE J. Biomed. Health Informatics 24(9): 2690-2700 (2020)
2019
[j18]
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Jesus Monge-Alvarez, Carlos Hoyos-Barcelo, Luis M. San-José-Revuelta, Pablo Casaseca-de-la-Higuera:
A Machine Hearing System for Robust Cough Detection Based on a High-Level Representation of Band-Specific Audio Features. IEEE Trans. Biomed. Eng. 66(8): 2319-2330 (2019)
[j17]
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  - journals/tip/Merino-Caviedes19
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Susana Merino-Caviedes, Lucilio Cordero-Grande, M. Teresa Pérez, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Rachid Deriche, Carlos Alberola-López:
A Second Order Multi-Stencil Fast Marching Method With a Non-Constant Local Cost Model. IEEE Trans. Image Process. 28(4): 1967-1979 (2019)
[j16]
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Jesus Monge-Alvarez, Carlos Hoyos-Barcelo, Paul Lesso, Pablo Casaseca-de-la-Higuera:
Robust Detection of Audio-Cough Events Using Local Hu Moments. IEEE J. Biomed. Health Informatics 23(1): 184-196 (2019)
[j15]
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  - journals/tomccap/IrondiWGCC19
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Iheanyi Irondi, Qi Wang, Christos Grecos, José M. Alcaraz Calero, Pablo Casaseca-de-la-Higuera:
Efficient QoE-Aware Scheme for Video Quality Switching Operations in Dynamic Adaptive Streaming. ACM Trans. Multim. Comput. Commun. Appl. 15(1): 17:1-17:23 (2019)
2018
[j14]
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Carlos Hoyos-Barcelo, Jesus Monge-Alvarez, Zeeshan Pervez, Luis M. San-José-Revuelta, Pablo Casaseca-de-la-Higuera:
Efficient computation of image moments for robust cough detection using smartphones. Comput. Biol. Medicine 100: 176-185 (2018)
[j13]
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  - journals/mta/ZhangLWKPMC18
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Huaizhong Zhang, Chunbo Luo, Qi Wang, Matthew Kitchin, Andrew Parmley, Jesus Monge-Alvarez, Pablo Casaseca-de-la-Higuera:
A novel infrared video surveillance system using deep learning based techniques. Multim. Tools Appl. 77(20): 26657-26676 (2018)
[j12]
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Chunbo Luo, Pablo Casaseca-de-la-Higuera, Sally I. McClean, Gerard Parr, Peng Ren:
Characterization of Received Signal Strength Perturbations Using Allan Variance. IEEE Trans. Aerosp. Electron. Syst. 54(2): 873-889 (2018)
[j11]
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Carlos Hoyos-Barcelo, Jesus Monge-Alvarez, Muhammad Zeeshan Shakir, José Maria Alcaraz Calero, Pablo Casaseca-de-la-Higuera:
Efficient k-NN Implementation for Real-Time Detection of Cough Events in Smartphones. IEEE J. Biomed. Health Informatics 22(5): 1662-1671 (2018)
2017
[j10]
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Ryan M. Gibson, Abbes Amira, Naeem Ramzan, Pablo Casaseca-de-la-Higuera, Zeeshan Pervez:
Matching pursuit-based compressive sensing in a wearable biomedical accelerometer fall diagnosis device. Biomed. Signal Process. Control. 33: 96-108 (2017)
2016
[j9]
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Ryan M. Gibson, Abbes Amira, Naeem Ramzan, Pablo Casaseca-de-la-Higuera, Zeeshan Pervez:
Multiple comparator classifier framework for accelerometer-based fall detection and diagnostic. Appl. Soft Comput. 39: 94-103 (2016)
2015
[j8]
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Federico Simmross-Wattenberg, Marcos Martín-Fernández, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López:
Fast calculation of α-stable density functions based on off-line precomputations. Application to ML parameter estimation. Digit. Signal Process. 38: 1-12 (2015)
2013
[j7]
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Diego Martín-Martínez, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López:
Stochastic Modeling of the PPG Signal: A Synthesis-by-Analysis Approach With Applications. IEEE Trans. Biomed. Eng. 60(9): 2432-2441 (2013)
2012
[j6]
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Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López:
A Markov Random Field Approach for Topology-Preserving Registration: Application to Object-Based Tomographic Image Interpolation. IEEE Trans. Image Process. 21(4): 2047-2061 (2012)
2011
[j5]
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Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Pablo Casaseca-de-la-Higuera, J. Alberto San-Román-Calvar, Ana Revilla-Orodea, Marcos Martín-Fernández, Carlos Alberola-López:
Unsupervised 4D myocardium segmentation with a Markov Random Field based deformable model. Medical Image Anal. 15(3): 283-301 (2011)
[j4]
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Federico Simmross-Wattenberg, Juan I. Asensio-Pérez, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Ioannis A. Dimitriadis, Carlos Alberola-López:
Anomaly Detection in Network Traffic Based on Statistical Inference and alpha-Stable Modeling. IEEE Trans. Dependable Secur. Comput. 8(4): 494-509 (2011)
2009
[j3]
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  - journals/tbe/Casaseca-de-la-HigueraSMA09
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Pablo Casaseca-de-la-Higuera, Federico Simmross-Wattenberg, Marcos Martín-Fernández, Carlos Alberola-López:
A Multichannel Model-Based Methodology for Extubation Readiness Decision of Patients on Weaning Trials. IEEE Trans. Biomed. Eng. 56(7): 1849-1863 (2009)
2006
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Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López:
Weaning from mechanical ventilation: a retrospective analysis leading to a multimodal perspective. IEEE Trans. Biomed. Eng. 53(7): 1330-1345 (2006)
2005
[j1]
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  - journals/jbi/Simmross-WattenbergCPCMARWA05
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Federico Simmross-Wattenberg, Noemí Carranza-Herrezuelo, Cristina Palacios-Camarero, Pablo Casaseca-de-la-Higuera, Miguel Ángel Martín-Fernández, Santiago Aja-Fernández, Juan Ruiz-Alzola, Carl-Fredrik Westin, Carlos Alberola-López:
Group-Slicer: A collaborative extension of 3D-Slicer. J. Biomed. Informatics 38(6): 431-442 (2005)

Conference and Workshop Papers

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2021
[c24]
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Elena Martín-González, Ebraham Alskaf, Amedeo Chiribiri, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López, Rita Gouveia Nunes, Teresa Correia:
Physics-Informed Self-supervised Deep Learning Reconstruction for Accelerated First-Pass Perfusion Cardiac MRI. MLMIR@MICCAI 2021: 86-95
2019
[c23]
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  - conf/eusipco/Jimenez-Galindo19
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Daniel Jiménez-Galindo, Pablo Casaseca-de-la-Higuera, Luis M. San-José-Revuelta:
A Novel Design Method for Digital FIR/IIR Filters Based on the Shuffle Frog-Leaping Algorithm. EUSIPCO 2019: 1-5
[c22]
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Ignacio Martinez-Alpiste, Pablo Casaseca-de-la-Higuera, José M. Alcaraz Calero, Christos Grecos, Qi Wang:
Benchmarking Machine-Learning-Based Object Detection on a UAV and Mobile Platform. WCNC 2019: 1-6
2018
[c21]
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Yang Mi, Chunbo Luo, Geyong Min, Pablo Casaseca-de-la-Higuera, Zhi Wang:
Towards Optimal Power Splitting in Simultaneous Power and Information Transmission. GLOBECOM 2018: 1-6
[c20]
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Elena Martín-González, Rodrigo de Luis García, J. Pablo Casaseca-de-la-Higuera, Jose Ramon-Garmendia Leiza, Jesus Maria Andres-de-Llano, Carlos Alberola-López:
Mapping Raw Acceleration Data on ActiGraph Counts: A Machine Learning Approach. TEEM 2018: 477-482
2016
[c19]
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Jesus Monge-Alvarez, Carlos Hoyos-Barcelo, Paul Lesso, Javier Escudero, Keshav P. Dahal, Pablo Casaseca-de-la-Higuera:
Effect of importance sampling on robust segmentation of audio-cough events in noisy environments. EMBC 2016: 3740-3744
[c18]
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Jan Schwarzer, Susanne Draheim, Kai von Luck, Qi Wang, Pablo Casaseca-de-la-Higuera, Christos Grecos:
Ambient Surfaces: Interactive Displays in the Informative Workspace of Co-located Scrum Teams. NordiCHI 2016: 69
2015
[c17]
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Pablo Casaseca-de-la-Higuera, Paul Lesso, Brian McKinstry, Hilary Pinnock, Roberto Rabinovich, Lucy McCloughan, Jesus Monge-Alvarez:
Effect of downsampling and compressive sensing on audio-based continuous cough monitoring. EMBC 2015: 6231-6235
[c16]
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Diego Martín-Martínez, Alexandre Domingues, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López, J. Miguel Sanches:
PPG Beat Reconstruction Based on Shape Models and Probabilistic Templates for Signals Acquired with Conventional Smartphones. IbPRIA 2015: 595-602
[c15]
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Chunbo Luo, Pablo Casaseca-de-la-Higuera, Xinheng Wang, Keshav P. Dahal, Cheng Jin, Peng Ren:
On the study of wireless signal noise for designing network infrastructure of knowledge management systems. SKIMA 2015: 1-8
2014
[c14]
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Amine Ait Si Ali, Marek Siupik, Abbes Amira, Faycal Bensaali, Pablo Casaseca-de-la-Higuera:
HLS based hardware acceleration on the zynq SoC: A case study for fall detection system. AICCSA 2014: 685-690
[c13]
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Diego Martín-Martínez, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Abbes Amira, Chunbo Luo, Christos Grecos, Carlos Alberola-López:
A stochastic modelling framework for the reconstruction of cardiovascular signals. EMBC 2014: 676-679
[c12]
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Chunbo Luo, Pablo Casaseca-de-la-Higuera, Sally I. McClean, Gerard P. Parr, Christos Grecos:
Analysis of coloured noise in received signal strength using the Allan Variance. EUSIPCO 2014: 994-998
[c11]
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Ryan M. Gibson, Abbes Amira, Pablo Casaseca-de-la-Higuera, Naeem Ramzan, Zeeshan Pervez:
An efficient user-customisable multiresolution classifier fall detection and diagnostic system. ICM 2014: 228-231
2013
[c10]
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Diego Martín-Martínez, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López:
Probabilistic Modeling of the Oxygen Saturation Pattern for the Detection of Anomalies During ClinicalInterventions. CinC 2013: 213-216
2012
[c9]
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Pablo Casaseca-de-la-Higuera, Diego Martín-Martínez, Susana Alberola-Lopez, Jesus Maria Andres-de-Llano, Jose Antonio Lopez-Villalobos, Jose Ramon-Garmendia Leiza, Carlos Alberola-López:
Automatic diagnosis of ADHD based on multichannel nonlinear analysis of actimetry registries. EMBC 2012: 4204-4207
[c8]
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Diego Martín-Martínez, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López:
Cardiovascular signal reconstruction based on shape modelling and non-stationary temporal modelling. EUSIPCO 2012: 1826-1830
2011
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Diego Martín, Pablo Casaseca, Susana Alberola, Jose Antonio Lopez, Francisco Carlos Ruiz, Jesus Maria Andres, Jose Ramon Garmendia, Julio Ardura:
Automatic diagnosis of ADHD based on nonlinear analysis of actimetry registries. ICASSP 2011: 685-688
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Gonzalo Vegas-Sánchez-Ferrero, Diego Martín-Martínez, Pablo Casaseca-de-la-Higuera, Lucilio Cordero-Grande, Santiago Aja-Fernández, Marcos Martín-Fernández, Cesar Palencia:
Realistic log-compressed law for ultrasound image recovery. ICIP 2011: 2029-2032
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Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López:
Improving Harmonic Phase Imaging by the Windowed Fourier Transform. ISBI 2011: 520-523
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Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López:
Topology-Preserving Registration: A Solution via Graph Cuts. IWCIA 2011: 420-431
2008
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Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega, Lucilio Cordero-Grande, Pablo Casaseca-de-la-Higuera, Santiago Aja-Fernández, Marcos Martín-Fernández, Carlos Alberola-López:
Strain Rate Tensor estimation in cine cardiac MRI based on elastic image registration. CVPR Workshops 2008: 1-6
2006
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Lucilio Cordero-Grande, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López:
Endocardium and Epicardium Contour Modeling Based on Markov Random Fields and Active Contours. EMBC 2006: 928-931
2005
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Pablo Casaseca-de-la-Higuera, Rodrigo de Luis García, Federico Simmross-Wattenberg, Carlos Alberola-López:
Weaning from mechanical ventilation: Feature extraction from a statistical signal processing viewpoint. EUSIPCO 2005: 1-4

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2009
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Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega, Lucilio Cordero-Grande, Pablo Casaseca-de-la-Higuera, Santiago Aja-Fernández, Marcos Martín-Fernández, Carlos Alberola-López:
Strain Rate Tensor Estimation in Cine Cardiac MRI Based on Elastic Image Registration. Tensors in Image Processing and Computer Vision 2009: 355-379

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2023
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Elena Martín-González, Ebraham Alskaf, Amedeo Chiribiri, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López, Rita Gouveia Nunes, Teresa M. Correia:
Physics-informed self-supervised deep learning reconstruction for accelerated first-pass perfusion cardiac MRI. CoRR abs/2301.02033 (2023)

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