Personalised In-Silico Cardiology

Livrables

Description of supervisory arrangements with template for Supervision Quality Reports.

Each individual projects has either a relevant dataset or tool released

Publications

Towards patient-specific prediction of conduction abnormalities induced by transcatheter aortic valve implantation: a combined mechanistic modelling and machine learning approach

Auteurs: Valeria Galli, Filip Loncaric, Giorgia Rocatello, Patricio Astudillo, Laura Sanchis, Ander Regueiro, Ole De Backer, Martin Swaans, Johan Bosmans, Joana Maria Ribeiro, Pablo Lamata, Marta Sitges, Peter de Jaegere, Peter Mortier
Publié dans: Europen Heart Journal - Digital Health, Numéro 26343916, 2021, ISSN 2634-3916
Éditeur: Oxford university press
DOI: 10.1093/ehjdh/ztab063

Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer

Auteurs: Gilbert, Andrew; Holden, Marit; Eikvil, Line; Rakhmail, Mariia; Babic, Aleksandar; Aase, Svein Arne; Samset, Eigil; McLeod, Kristin
Publié dans: arXiv, Numéro 4, 2019, ISSN 0967-8875
Éditeur: arXiv
DOI: 10.48550/arxiv.1911.02407

User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing

Auteurs: Andrew Gilbert; Marit Holden; Line Eikvil; Mariia Rakhmail; Aleksandar Babic; Svein Arne Aase; Eigil Samset; Kristin McLeod
Publié dans: IEEE Journal of Biomedical and Health Informatics, Numéro 3, 2020, ISSN 2168-2194
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2020.3029392

CalTrack: High-Throughput Automated Calcium Transient Analysis in Cardiomyocytes.

Auteurs: Yiangos Psaras; Francesca Margara; Marcelo Cicconet; Alexander J Sparrow; Giuliana G. Repetti; Manuel Schmid; Violetta Steeples; Jon A. L. Willcox; Alfonso Bueno-Orovio; Charles Redwood; Hugh Watkins; Paul Robinson; Blanca Rodriguez; Jonathan G. Seidman; Christine E. Seidman; Christopher N. Toepfer
Publié dans: Circulation Research, Numéro 24, 2021, ISSN 0009-7330
Éditeur: Lippincott Williams & Wilkins Ltd.
DOI: 10.1161/circresaha.121.318868

Cardiac Simulations: Computer Games to Mend Broken Hearts

Auteurs: Rodero, Cristobal; Lamata, Pablo; Niederer, Steven Alexander
Publié dans: frontiers for young minds, Numéro 1, 2022, ISSN 2296-6846
Éditeur: Frontiers
DOI: 10.3389/frym.2022.685000

Visibility graphs of fractional Wu–Baleanu time series

Auteurs: Conejero, J. Alberto; Lizama, Carlos; Mira-Iglesias, Ainara; Rodero, Cristóbal
Publié dans: Journal of Difference Equations and Applications, Numéro 5, 2019, ISSN 1023-6198
Éditeur: Taylor & Francis
DOI: 10.1080/10236198.2019.1619714

Detection of focal source and arrhythmogenic substrate from body surface potentials to guide atrial fibrillation ablation

Auteurs: Feng, Yingjing; Roney, Caroline H.; Bayer, Jason D.; Niederer, Steven A.; Hocini, Mélèze; Vigmond, Edward J.; Marsden, Alison L.
Publié dans: PLOS Computational Biology, Numéro 1, 2022, ISSN 1553-7358
Éditeur: PLOS
DOI: 10.1371/journal.pcbi.1009893

Impact of anatomical reverse remodelling in the design of optimal quadripolar pacing leads: A computational study

Auteurs: CristobalRoderoaMarinaStrocchiaAngela W.C.LeeaChristopher A.RinaldibEdward J.VigmondcdGernotPlankePabloLamataa1Steven A.Niederera1
Publié dans: Computers in Biology and Medicine, 2022, ISSN 0010-4825
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.compbiomed.2021.105073

Understanding and Improving Risk Assessment After Myocardial Infarction Using Automated Left Ventricular Shape Analysis

Auteurs: Corral Acero, Jorge; Schuster, Andreas; Zacur, Ernesto; Lange, Torben; Stiermaier, Thomas; Backhaus, Sören J.; Thiele, Holger; Bueno-Orovio, Alfonso; Lamata, Pablo; Eitel, Ingo; Grau, Vicente
Publié dans: JACC: Cardiovascular Imaging, Numéro 13, 2022, ISSN 1936-878X
Éditeur: Elsevier BV
DOI: 10.1016/j.jcmg.2021.11.027

Distribution of myocardial work in arterial hypertension: insights from non-invasive left ventricular pressure-strain relations

Auteurs: Filip Loncaric; Maciej Marciniak; L Nunno; M Mimbrero; Joao Filipe Fernandes; Dora Fabijanović; Laura Sanchis; Adelina Doltra; Silvia Montserrat; Silvia Montserrat; Maja Cikes; Pablo Lamata; Bart Bijnens; Marta Sitges; Marta Sitges
Publié dans: The International Journal of Cardiovascular Imaging, Numéro 8, 2021, ISSN 1569-5794
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10554-020-01969-4

Shortening of time-to-peak left ventricular pressure rise (Td) in cardiac resynchronization therapy

Auteurs: Hans Henrik Odland,Manuel Villegas-Martinez,Stian Ross,Torbjørn Holm,Richard Cornelussen,Espen W. Remme,Erik Kongsgard
Publié dans: ESC Heart Failure, 2021, ISSN 2055-5822
Éditeur: Wiley
DOI: 10.1002/ehf2.13601

Association of Systolic Blood Pressure Elevation With Disproportionate Left Ventricular Remodeling in Very Preterm-Born Young Adults: The Preterm Heart and Elevated Blood Pressure

Auteurs: Afifah Mohamed, Maciej Marciniak, Wilby Williamson, Odaro J Huckstep, Winok Lapidaire, Angus McCance, Stefan Neubauer, Paul Leeson, Adam J Lewandowski
Publié dans: JAMA Cardiology, 2021, ISSN 2380-6591
Éditeur: JAMA
DOI: 10.1001/jamacardio.2021.0961

Integration of artificial intelligence into clinical patient management: focus on cardiac imaging

Auteurs: Filip Loncaric; Oscar Camara; Gemma Piella; Bart Bijnens
Publié dans: Revista Española de Cardiología, Numéro 1, 2021, ISSN 0300-8932
Éditeur: Ediciones Doyma S.A.
DOI: 10.1016/j.rec.2020.07.003

Global Sensitivity Analysis of Four Chamber Heart Hemodynamics Using Surrogate Models

Auteurs: Karabelas, Elias; Longobardi, Stefano; Fuchsberger, Jana; Razeghi, Orod; Rodero, Cristobal; Strocchi, Marina; Rajani, Ronak; Haase, Gundolf; Plank, Gernot; Niederer, Steven
Publié dans: IEEE Transactions on Biomedical Engineering, Numéro 1, 2022, ISSN 0018-9294
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbme.2022.3163428

Unlocking the Non-invasive Assessment of Conduit and Reservoir Function in the Aorta

Auteurs: de Vecchi, Adelaide; Faraci, Alessandro; Fernandes, Joao Filipe; Marlevi, David; Bellsham-Revell, Hannah; Hussain, Tarique; Laji, Nidhin; Ruijsink, Bram; Wong, James; Razavi, Reza; Anderson, David; Salih, Caner; Pushparajah, Kuberan; Nordsletten, David; Lamata, Pablo
Publié dans: Journal of Cardiovascular Translational Research, Numéro 1, 2022, ISSN 1937-5387
Éditeur: Springer Pub. Co.,
DOI: 10.1007/s12265-022-10221-4

Automatic detection of valve events by epicardial accelerometer allows estimation of the left ventricular pressure trace and pressure-displacement loop area

Auteurs: Ali Wajdan; Magnus Reinsfelt Krogh; Magnus Reinsfelt Krogh; Manuel Villegas-Martinez; Manuel Villegas-Martinez; Per Steinar Halvorsen; Per Steinar Halvorsen; Ole Jakob Elle; Ole Jakob Elle; Espen W. Remme
Publié dans: Scientific Reports,, Numéro Vol 10, Iss 1, 2020, Page(s) 1-11, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-020-76637-7

Septal curvature as a robust and reproducible marker for basal septal hypertrophy

Auteurs: Maciej Marciniak; Andrew Gilbert; Filip Loncaric; Joao Filipe Fernandes; Bart Bijnens; Marta Sitges; Andrew P. King; Fatima Crispi; Pablo Lamata
Publié dans: Journal of Hypertension, Numéro 18, 2021, ISSN 0263-6352
Éditeur: Lippincott Williams & Wilkins Ltd.
DOI: 10.1097/hjh.0000000000002813

Linking statistical shape models and simulated function in the healthy adult human heart

Auteurs: Cristobal Rodero ,Marina Strocchi ,Maciej Marciniak ,Stefano Longobardi,John Whitaker,Mark D. O’Neill,Karli Gillette,Christoph Augustin,Gernot Plank,Edward J. Vigmond,Pablo Lamata ,Steven A. Niederer
Publié dans: PLOS Computational Biology, 2021, ISSN 1553-734X
Éditeur: Public Library of Science
DOI: 10.1371/journal.pcbi.1008851

Basal Ventricular Septal Hypertrophy in Systemic Hypertension.

Auteurs: Loncaric, Filip; Nunno, Loredana; Mimbrero, Maria; Marciniak, Maciej; Fernandes, Joao Filipe; Tirapu, Laia; Fabijanovic, Dora; Sanchis, Laura; Doltra, Adelina; Cikes, Maja; Lamata, Pablo; Bijnens, Bart; Sitges, Marta
Publié dans: The American Journal of Cardiology, Numéro 1, 2020, ISSN 0002-9149
Éditeur: Excerpta Medica, Inc.
DOI: 10.1016/j.amjcard.2020.01.045

P588Flow profile for a better non-invasive pressure drop in CoA

Auteurs: J Fernandes, A Faraci, J Sotelo, J Urbina, C Bertoglio, S Uribe, D A Nordsletten, P Lamata
Publié dans: European Heart Journal, Numéro 40/Supplement_1, 2019, ISSN 0195-668X
Éditeur: Oxford University Press
DOI: 10.1093/eurheartj/ehz747.0197

Added value of cardiac deformation imaging in differential diagnosis of left ventricular hypertrophy

Auteurs: Filip Loncaric, Bart Bijnens, Marta Stiges
Publié dans: Global Cardiology Science and Practice, Numéro 2018/3, 2018, ISSN 2305-7823
Éditeur: Open Journal Systems 2.4.8.0
DOI: 10.21542/gcsp.2018.21

Basal septal hypertrophy in patients with hypertension: a non-invasive assessment of segmental myocardial work with left ventricular pressure-strain relations

Auteurs: Filip Lončarić, Maciej Marciniak, Joao Filipe Fernandes, Loredana Nunno, Laura Sanchis, Bart Bijnens, Marta Sitges
Publié dans: Cardiologia Croatica, Numéro 13/11-12, 2018, Page(s) 411-412, ISSN 1848-543X
Éditeur: Hrvatsko mardiolosko drustvo
DOI: 10.15836/ccar2018.411

P3695Predicting adverse outcomes after TAVI procedure - a comparison of two CoreValve generations using real-life outcomes and patient-specific computer simulations

Auteurs: F Loncaric, A Regueiro, L Sanchis, M Sousa, A Doltra, S Prat, M Sabate, P Lamata, P Mortier, M Sitges
Publié dans: European Heart Journal, Numéro 40/Supplement_1, 2019, ISSN 0195-668X
Éditeur: Oxford University Press
DOI: 10.1093/eurheartj/ehz745.0549

P3836Myocardial work distribution in hypertensive patients with basal septal hypertrophy - a non-invasive assessment with left ventricular pressure-strain relations

Auteurs: F Loncaric, M Marciniak, J F Fernandes, L Nunno, M Mimbrero, L Tirapu, L Sanchis, A Doltra, D Fabijanovic, M Cikes, P Lamata, B Bijnens, M Sitges
Publié dans: European Heart Journal, Numéro 40/Supplement_1, 2019, ISSN 0195-668X
Éditeur: Oxford University Press
DOI: 10.1093/eurheartj/ehz745.0677

Variability in the assessment of myocardial strain patterns: Implications for adequate interpretation.

Auteurs: Duchateau N, Loncaric F, Cikes M, Doltra A, Sitges M, Bijnens B
Publié dans: Ultrasound in Medicine and Biology, 2019, ISSN 0301-5629
Éditeur: Elsevier BV

Teaching cardiovascular medicine to machines

Auteurs: Pablo Lamata
Publié dans: Cardiovascular Research, Numéro 5, 2018, ISSN 0008-6363
Éditeur: Elsevier BV
DOI: 10.1093/cvr/cvy127

Comprehensive data integration—Toward a more personalized assessment of diastolic function

Auteurs: Filip Loncaric; Maja Cikes; Marta Sitges; Bart Bijnens
Publié dans: Echocardiography, Numéro 7, 2020, ISSN 1540-8175
Éditeur: Wiley Periodicals, LLC.
DOI: 10.1111/echo.14749

Estimation of potassium levels in hemodialysis patients by T wave nonlinear dynamics and morphology markers

Auteurs: Bukhari, Hassaan; Sánchez, Carlos; Srinivasan, Sabarathinam; Palmieri, Flavio; Potse, Mark; Laguna, Pablo; Pueyo, Esther
Publié dans: Computers in Biology and Medicine,, Numéro 25, 2022, Page(s) pp.105304, ISSN 0010-4825
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.compbiomed.2022.105304

Generating Synthetic Labeled Data From Existing Anatomical Models: An Example With Echocardiography Segmentation

Auteurs: Andrew Gilbert; Maciej Marciniak; Cristobal Rodero; Pablo Lamata; Eigil Samset; Kristin McLeod
Publié dans: Ieee Transactions on Medical Imaging, Numéro 20, 2021, ISSN 0278-0062
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmi.2021.3051806

Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge.

Auteurs: Víctor M. Campello; Polyxeni Gkontra; Cristian Izquierdo; Carlos Martín-Isla; Alireza Sojoudi; Peter M. Full; Klaus H. Maier-Hein; Yao Zhang; Zhiqiang He; Jun Ma; Mario Parreño; Alberto Albiol; Fanwei Kong; Shawn C. Shadden; Jorge Corral Acero; Vaanathi Sundaresan; Mina Saber; Mustafa Elattar; Hongwei Li; Bjoern H. Menze; Firas Khader; Christoph Haarburger; Cian M. Scannell; Mitko Veta; Adam Ca
Publié dans: IEEE Transactions on Medical Imaging, Numéro 18, 2021, ISSN 0278-0062
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmi.2021.3090082

The 'Digital Twin' to enable the vision of precision cardiology.

Auteurs: Jorge Corral-Acero; Francesca Margara; Maciej Marciniak; Cristobal Rodero; Filip Loncaric; Yingjing Feng; Andrew Gilbert; Joao Filipe Fernandes; Hassaan A. Bukhari; Ali Wajdan; Manuel Villegas Martinez; Mariana Sousa Santos; Mehrdad Shamohammdi; Hongxing Luo; Philip Westphal; Paul Leeson; Paolo DiAchille; Viatcheslav Gurev; Manuel Mayr; Liesbet Geris; Pras Pathmanathan; Tina M. Morrison; Richard C
Publié dans: European Heart Journal, Numéro 19, 2020, ISSN 0195-668X
Éditeur: Oxford University Press
DOI: 10.1093/eurheartj/ehaa159

A novel method to correct repolarization time estimation from unipolar electrograms distorted by standard filtering.

Auteurs: Peter Langfield; Meleze Hocini; Michel Haissaguerre; Edward Vigmond; Yingjing Feng; Laura R. Bear; Josselin Duchateau; Rafael Sebastian; Emma Abell; Remi Dubois; Louis Labrousse; Julien Rogier
Publié dans: Medical Image Analysis, Numéro 18, 2021, ISSN 1361-8415
Éditeur: Elsevier BV
DOI: 10.1016/j.media.2021.102075

In-silico pace-mapping using a detailed whole torso model and implanted electronic device electrograms for more efficient ablation planning

Auteurs: Sofia Monaci 1, Marina Strocchi 2, Cristobal Rodero 2, Karli Gillette 3, John Whitaker 2, Ronak Rajani 4, Christopher A Rinaldi 4, Mark O'Neill 2, Gernot Plank 3, Andrew King 2, Martin J Bishop 2
Publié dans: Comput Biol Med ., 2020, ISSN 0010-4825
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.compbiomed.2020.104005

Hemodynamics-driven mathematical model of first and second heart sound generation.

Auteurs: Mehrdad Shahmohammadi; Hongxing Luo; Philip Westphal; Richard Cornelussen; Frits W. Prinzen; Tammo Delhaas
Publié dans: PLoS Computational Biology, Numéro 6, 2021, ISSN 1553-7358
Éditeur: PLOS
DOI: 10.1371/journal.pcbi.1009361

Non-invasive estimation of relative pressure in turbulent flow using virtual work-energy

Auteurs: David Marlevi, Hojin Ha, Desmond Dillon-Murphy, Joao Fernandes, Daniel Fovargue, Massimiliano Colarieti-Tosti, Matilda Larsson, Pablo Lamata, C. Alberto Figueroa, Tino Ebbers, David A.Nordsletten
Publié dans: Medical Image Analysis, 2020, ISSN 1361-8415
Éditeur: Elsevier BV
DOI: 10.1016/j.media.2019.101627

A three-dimensional atlas of child’s cardiac anatomy and the unique morphological alterations associated with obesity

Auteurs: Maciej Marciniak, Arend W van Deutekom, Liza Toemen, Adam J Lewandowski, Romy Gaillard, Alistair A Young, Vincent WV Jaddoe, Pablo Lamata
Publié dans: European Heart Journal - Cardiovascular Imaging, 2021, ISSN 2047-2404
Éditeur: Oxford University Press
DOI: 10.1093/ehjci/jeab271

Characterization of T Wave Amplitude, Duration and Morphology Changes During Hemodialysis: Relationship With Serum Electrolyte Levels and Heart Rate

Auteurs: Hassaan A. Bukhari; Flavio Palmieri; Julia Ramirez; Pablo Laguna; José Esteban Ruiz; Dina Ferreira; Mark Potse; Carlos Sánchez; Esther Pueyo
Publié dans: IEEE Transactions on Biomedical Engineering, Numéro 26, 2020, ISSN 0018-9294
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbme.2020.3043844

Duration of the preejection phase is less preload dependent and therefore a better marker of acute response to cardiac resynchronization therapy than maximum pressure rise

Auteurs: M Villegas-Martinez, HH Odland, OJ Sletten, F Khan, A Wajdan, OJ Elle, E Fosse, MR Krogh, EW Remme
Publié dans: EP Europace, 2021, ISSN 1099-5129
Éditeur: Oxford University Press
DOI: 10.1093/europace/euab116.459

Human Ventricular Modelling and Simulation of Drug Action on Electrophysiology and Contraction

Auteurs: Francesca Margara; Zhinuo Wang; Alfonso Bueno-Orovio; Blanca Rodriguez
Publié dans: CinC, Numéro 11, 2020
Éditeur: Computers in Cardiology
DOI: 10.22489/cinc.2020.386

Noninvasive One-Year Ablation Outcome Prediction for Paroxysmal Atrial Fibrillation Using Trajectories of Activation From Body Surface Potential Maps

Auteurs: Yingjing Feng, Mirabeau Saha, Mélèze Hocini, Edward Vigmond
Publié dans: Computing in Cardiology 2019 Proceeding, 2019
Éditeur: Computing in Cardiology Society

Monitoring cardiac function by accelerometer – detecting start systole from the acceleration signal makes additional ECG recordings for R-peak detection redundant

Auteurs: Ali Wajdan, Magnus Reinsfelt Krogh, Manuel Villegas-Martinez, Per Steinar Halvorsen, Ole-Johannes Grymyr, Ole Jakob Elle, Espen W. Remme
Publié dans: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Page(s) 4922-4925, ISBN 978-1-5386-1311-5
Éditeur: IEEE
DOI: 10.1109/embc.2019.8856417

An anatomical surrogate of wall compliance in the infant heart

Auteurs: M. Marciniak, L. Toemen, A. King, V. Jaddoe, P. Lamata
Publié dans: Proc. of Frontiers of Simulation and Experimentation for Personalised Cardiovascular Management and Treatment conference VPH CaSE Conference., 2018
Éditeur: VPH CaSE

In-Silico and clinical based pipeline for the electrode location optimisation in quadripolar left ventricular leads for cardiac resynchronization therapy

Auteurs: Cristóbal Rodero, Marina Strocchi, Pablo Lamata, Gernot Plank, Christopher A Rinaldi, Steven A Niederer.
Publié dans: Proc. of The heart by numbers Conference, 2018, Page(s) 71
Éditeur: Biophysical Society

Enhanced non-invasive pressure drop and flow inefficiencies quantification via 4D-flow MRI

Auteurs: Joao Filipe Fernandes, Alessandro Faraci, Saul Myerson, David Alexander Nordsletten, Pablo Lamata.
Publié dans: Proc. of 27th ISMRM conference, 2019
Éditeur: International Society for Magnetic Resonance in Medicine

Inaccuracies of clinical pressure gradient measurements: Quantification of pressure recovery in aortic valve conditions.

Auteurs: Joao Filipe Fernandes, Alessandro Faraci, Saul Myerson, David A. Nordsletten and Pablo Lamata
Publié dans: Proc. of VIRTUAL PHYSIOLOGICAL HUMAN 2018 Conference, 2018
Éditeur: VPH Institute

Transmural ventricular heterogeneities play a major role in determining T-wave morphology at different extracellular potassium levels.

Auteurs: Syed Hassaan Ahmed, Flavio Palmieri, Mark Potse, Julia Ramírez, Pablo Laguna, Carlos Sánchez, Esther Pueyo
Publié dans: Computing in Cardiology 2019 Proceeding, 2019
Éditeur: Computing in Cardiology Society

T-Wave Morphology Changes as Surrogate for Blood Potassium Concentration in Hemodialysis Patients

Auteurs: Flavio Palmieri, Pedro Gomis, José Esteban Ruiz, Beatriz Bergasa, Alba Martín-Yebra, Syed Hassaan Ahmed, Esther Pueyo, Juan Pablo Martínez, Julia Ramírez, Pablo Laguna
Publié dans: Computing in Cardiology 2019 Proceeding, 2019
Éditeur: Computing in Cardiology Society

A septal bulge depicts more advanced cardiac impairment in patients with hypertension: the case of atrial remodelling

Auteurs: Loncaric F, Nunno L, Mimbrero M, Sanchis L, Montserrat S, Weidemann F, Bijnens B, Sitges M
Publié dans: European Heart Journal Cardiovascular Imaging, 2018
Éditeur: European Society of Cardiology

Myocardial work in hypertension and mitral regurgitation- insights from non-invasive assessment of left ventricular pressure-strain relations

Auteurs: Loncaric F, Marciniak M, Nunno L, Fernandes JF, Mimbrero M, Tirapu L, Fabijanovic D, Sanchis L, Doltra A, Cikes M, Lamata P, Bijnens B, Sitges M
Publié dans: European Heart Journal Cardiovascular Imaging, 2019
Éditeur: Oxford Academic

Segmental septal curvature - a novel, semi-automated parameter for recognizing basal septal hypertrophy in arterial hypertension

Auteurs: Loncaric F, Marciniak M, Fernandes JF, Nunno L, Mimbrero M, Tirapu L, Sanchis L, Doltra A, Fabijanovic D, Cikes M, Bijnens B, Lamata P, Sitges M.
Publié dans: European Heart Journal Cardiovascular Imaging, 2019
Éditeur: Oxford Academic

Exploring hypertensive patient profiles based on full myocardial deformation and Doppler traces– insights from a machine-learning approach

Auteurs: Loncaric F, Sanchez-Martinez S, Nunno L, Monserrat S, Sanchis L, Mimbrero M, Yague Mendez C, Piella Fenoy G, Sitges M, Bijnens B
Publié dans: European Heart Journal Cardiovascular Imaging, 2019
Éditeur: Oxford Academic

Left Ventricle Quantification with Cardiac MRI: Deep Learning Meets Statistical Models of Deformation

Auteurs: Jorge Corral Acero, Ernesto Zacur, Hao Xu, JE Scheneider, Alfonso Bueno-Orovio, Pablo Lamata, Vicente Grau
Publié dans: STACOM 2019 the 10th Workshop on Statistical Atlases and Computational Modelling of the Heart, 2020
Éditeur: Springer

A Multi-view Crossover Attention U-Net Cascade with Fourier Domain Adaptation for Multi-domain Cardiac MRI Segmentation

Auteurs: Beetz, Marcel; Corral Acero, Jorge; Grau, Vicente
Publié dans: Statistical Atlases and Computational Models of the Heart, Numéro 1, 2022, ISBN 978-3-030-93721-8
Éditeur: Springer, Cham
DOI: 10.1007/978-3-030-93722-5_35

Myocardial work still reflect function while strain simply measure deformation when afterload increases

Auteurs: O J Sletten, J M Aalen, E W Remme, F H Khan, A Wajdan, M Villegas, J Hisdal, O A Smiseth, H Skulstad
Publié dans: European Heart Journal, 2021, ISSN 0195-668X
Éditeur: Oxford University Press
DOI: 10.1093/eurheartj/ehab724.0104

Human-based computational and experimental investigation of disease mechanisms in mutation-specific hypertrophic cardiomyopathy

Auteurs: Francesca Margara; Yiangos Psaras; Blanca Rodriguez; Christopher N. Toepfer; Alfonso Bueno-Orovio
Publié dans: EP Europace, Numéro 8, 2021, ISSN 1099-5129
Éditeur: Oxford University Press
DOI: 10.1093/europace/euab116.537

SMOD - Data Augmentation Based on Statistical Models of Deformation to Enhance Segmentation in 2D Cine Cardiac MRI

Auteurs: Jorge Corral Acero, Ernesto Zacur, Hao Xu, Rina Ariga, Alfonso Bueno-Orovio, Pablo Lamata, Vicente Grau
Publié dans: Functional Imaging and Modeling of the Heart - 10th International Conference, FIMH 2019, Bordeaux, France, June 6–8, 2019, Proceedings, Numéro 11504, 2019, Page(s) 361-369, ISBN 978-3-030-21948-2
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-21949-9_39

Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach

Auteurs: Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod
Publié dans: Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis - First International Workshop, SUSI 2019, and 4th International Workshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings, Numéro 11798, 2019, Page(s) 29-37, ISBN 978-3-030-32874-0
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-32875-7_4

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