Deliverables Documents, reports (1) Guidelines for Supervision Quality Description of supervisory arrangements with template for Supervision Quality Reports. Websites, patent fillings, videos etc. (1) Data and web service release Each individual projects has either a relevant dataset or tool released Publications Peer reviewed articles (37) Towards patient-specific prediction of conduction abnormalities induced by transcatheter aortic valve implantation: a combined mechanistic modelling and machine learning approach Author(s): 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 Published in: Europen Heart Journal - Digital Health, Issue 26343916, 2021, ISSN 2634-3916 Publisher: Oxford university press DOI: 10.1093/ehjdh/ztab063 Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer Author(s): Gilbert, Andrew; Holden, Marit; Eikvil, Line; Rakhmail, Mariia; Babic, Aleksandar; Aase, Svein Arne; Samset, Eigil; McLeod, Kristin Published in: arXiv, Issue 4, 2019, ISSN 0967-8875 Publisher: arXiv DOI: 10.48550/arxiv.1911.02407 User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing Author(s): Andrew Gilbert; Marit Holden; Line Eikvil; Mariia Rakhmail; Aleksandar Babic; Svein Arne Aase; Eigil Samset; Kristin McLeod Published in: IEEE Journal of Biomedical and Health Informatics, Issue 3, 2020, ISSN 2168-2194 Publisher: Institute of Electrical and Electronics Engineers Inc. DOI: 10.1109/jbhi.2020.3029392 CalTrack: High-Throughput Automated Calcium Transient Analysis in Cardiomyocytes. Author(s): 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 Published in: Circulation Research, Issue 24, 2021, ISSN 0009-7330 Publisher: Lippincott Williams & Wilkins Ltd. DOI: 10.1161/circresaha.121.318868 Cardiac Simulations: Computer Games to Mend Broken Hearts Author(s): Rodero, Cristobal; Lamata, Pablo; Niederer, Steven Alexander Published in: frontiers for young minds, Issue 1, 2022, ISSN 2296-6846 Publisher: Frontiers DOI: 10.3389/frym.2022.685000 Visibility graphs of fractional Wu–Baleanu time series Author(s): Conejero, J. Alberto; Lizama, Carlos; Mira-Iglesias, Ainara; Rodero, Cristóbal Published in: Journal of Difference Equations and Applications, Issue 5, 2019, ISSN 1023-6198 Publisher: Taylor & Francis DOI: 10.1080/10236198.2019.1619714 Detection of focal source and arrhythmogenic substrate from body surface potentials to guide atrial fibrillation ablation Author(s): Feng, Yingjing; Roney, Caroline H.; Bayer, Jason D.; Niederer, Steven A.; Hocini, Mélèze; Vigmond, Edward J.; Marsden, Alison L. Published in: PLOS Computational Biology, Issue 1, 2022, ISSN 1553-7358 Publisher: PLOS DOI: 10.1371/journal.pcbi.1009893 Impact of anatomical reverse remodelling in the design of optimal quadripolar pacing leads: A computational study Author(s): CristobalRoderoaMarinaStrocchiaAngela W.C.LeeaChristopher A.RinaldibEdward J.VigmondcdGernotPlankePabloLamataa1Steven A.Niederera1 Published in: Computers in Biology and Medicine, 2022, ISSN 0010-4825 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.compbiomed.2021.105073 Understanding and Improving Risk Assessment After Myocardial Infarction Using Automated Left Ventricular Shape Analysis Author(s): 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 Published in: JACC: Cardiovascular Imaging, Issue 13, 2022, ISSN 1936-878X Publisher: 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 Author(s): 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 Published in: The International Journal of Cardiovascular Imaging, Issue 8, 2021, ISSN 1569-5794 Publisher: Kluwer Academic Publishers DOI: 10.1007/s10554-020-01969-4 Shortening of time-to-peak left ventricular pressure rise (Td) in cardiac resynchronization therapy Author(s): Hans Henrik Odland,Manuel Villegas-Martinez,Stian Ross,Torbjørn Holm,Richard Cornelussen,Espen W. Remme,Erik Kongsgard Published in: ESC Heart Failure, 2021, ISSN 2055-5822 Publisher: 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 Author(s): Afifah Mohamed, Maciej Marciniak, Wilby Williamson, Odaro J Huckstep, Winok Lapidaire, Angus McCance, Stefan Neubauer, Paul Leeson, Adam J Lewandowski Published in: JAMA Cardiology, 2021, ISSN 2380-6591 Publisher: JAMA DOI: 10.1001/jamacardio.2021.0961 Integration of artificial intelligence into clinical patient management: focus on cardiac imaging Author(s): Filip Loncaric; Oscar Camara; Gemma Piella; Bart Bijnens Published in: Revista Española de Cardiología, Issue 1, 2021, ISSN 0300-8932 Publisher: Ediciones Doyma S.A. DOI: 10.1016/j.rec.2020.07.003 Global Sensitivity Analysis of Four Chamber Heart Hemodynamics Using Surrogate Models Author(s): Karabelas, Elias; Longobardi, Stefano; Fuchsberger, Jana; Razeghi, Orod; Rodero, Cristobal; Strocchi, Marina; Rajani, Ronak; Haase, Gundolf; Plank, Gernot; Niederer, Steven Published in: IEEE Transactions on Biomedical Engineering, Issue 1, 2022, ISSN 0018-9294 Publisher: 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 Author(s): 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 Published in: Journal of Cardiovascular Translational Research, Issue 1, 2022, ISSN 1937-5387 Publisher: 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 Author(s): 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 Published in: Scientific Reports,, Issue Vol 10, Iss 1, 2020, Page(s) 1-11, ISSN 2045-2322 Publisher: Nature Publishing Group DOI: 10.1038/s41598-020-76637-7 Septal curvature as a robust and reproducible marker for basal septal hypertrophy Author(s): Maciej Marciniak; Andrew Gilbert; Filip Loncaric; Joao Filipe Fernandes; Bart Bijnens; Marta Sitges; Andrew P. King; Fatima Crispi; Pablo Lamata Published in: Journal of Hypertension, Issue 18, 2021, ISSN 0263-6352 Publisher: Lippincott Williams & Wilkins Ltd. DOI: 10.1097/hjh.0000000000002813 Linking statistical shape models and simulated function in the healthy adult human heart Author(s): 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 Published in: PLOS Computational Biology, 2021, ISSN 1553-734X Publisher: Public Library of Science DOI: 10.1371/journal.pcbi.1008851 Basal Ventricular Septal Hypertrophy in Systemic Hypertension. Author(s): 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 Published in: The American Journal of Cardiology, Issue 1, 2020, ISSN 0002-9149 Publisher: Excerpta Medica, Inc. DOI: 10.1016/j.amjcard.2020.01.045 P588Flow profile for a better non-invasive pressure drop in CoA Author(s): J Fernandes, A Faraci, J Sotelo, J Urbina, C Bertoglio, S Uribe, D A Nordsletten, P Lamata Published in: European Heart Journal, Issue 40/Supplement_1, 2019, ISSN 0195-668X Publisher: Oxford University Press DOI: 10.1093/eurheartj/ehz747.0197 Added value of cardiac deformation imaging in differential diagnosis of left ventricular hypertrophy Author(s): Filip Loncaric, Bart Bijnens, Marta Stiges Published in: Global Cardiology Science and Practice, Issue 2018/3, 2018, ISSN 2305-7823 Publisher: 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 Author(s): Filip Lončarić, Maciej Marciniak, Joao Filipe Fernandes, Loredana Nunno, Laura Sanchis, Bart Bijnens, Marta Sitges Published in: Cardiologia Croatica, Issue 13/11-12, 2018, Page(s) 411-412, ISSN 1848-543X Publisher: 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 Author(s): F Loncaric, A Regueiro, L Sanchis, M Sousa, A Doltra, S Prat, M Sabate, P Lamata, P Mortier, M Sitges Published in: European Heart Journal, Issue 40/Supplement_1, 2019, ISSN 0195-668X Publisher: 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 Author(s): 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 Published in: European Heart Journal, Issue 40/Supplement_1, 2019, ISSN 0195-668X Publisher: Oxford University Press DOI: 10.1093/eurheartj/ehz745.0677 Variability in the assessment of myocardial strain patterns: Implications for adequate interpretation. Author(s): Duchateau N, Loncaric F, Cikes M, Doltra A, Sitges M, Bijnens B Published in: Ultrasound in Medicine and Biology, 2019, ISSN 0301-5629 Publisher: Elsevier BV Teaching cardiovascular medicine to machines Author(s): Pablo Lamata Published in: Cardiovascular Research, Issue 5, 2018, ISSN 0008-6363 Publisher: Elsevier BV DOI: 10.1093/cvr/cvy127 Comprehensive data integration—Toward a more personalized assessment of diastolic function Author(s): Filip Loncaric; Maja Cikes; Marta Sitges; Bart Bijnens Published in: Echocardiography, Issue 7, 2020, ISSN 1540-8175 Publisher: Wiley Periodicals, LLC. DOI: 10.1111/echo.14749 Estimation of potassium levels in hemodialysis patients by T wave nonlinear dynamics and morphology markers Author(s): Bukhari, Hassaan; Sánchez, Carlos; Srinivasan, Sabarathinam; Palmieri, Flavio; Potse, Mark; Laguna, Pablo; Pueyo, Esther Published in: Computers in Biology and Medicine,, Issue 25, 2022, Page(s) pp.105304, ISSN 0010-4825 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.compbiomed.2022.105304 Generating Synthetic Labeled Data From Existing Anatomical Models: An Example With Echocardiography Segmentation Author(s): Andrew Gilbert; Maciej Marciniak; Cristobal Rodero; Pablo Lamata; Eigil Samset; Kristin McLeod Published in: Ieee Transactions on Medical Imaging, Issue 20, 2021, ISSN 0278-0062 Publisher: 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. Author(s): 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 Published in: IEEE Transactions on Medical Imaging, Issue 18, 2021, ISSN 0278-0062 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tmi.2021.3090082 The 'Digital Twin' to enable the vision of precision cardiology. Author(s): 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 Published in: European Heart Journal, Issue 19, 2020, ISSN 0195-668X Publisher: Oxford University Press DOI: 10.1093/eurheartj/ehaa159 A novel method to correct repolarization time estimation from unipolar electrograms distorted by standard filtering. Author(s): 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 Published in: Medical Image Analysis, Issue 18, 2021, ISSN 1361-8415 Publisher: 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 Author(s): 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 Published in: Comput Biol Med ., 2020, ISSN 0010-4825 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.compbiomed.2020.104005 Hemodynamics-driven mathematical model of first and second heart sound generation. Author(s): Mehrdad Shahmohammadi; Hongxing Luo; Philip Westphal; Richard Cornelussen; Frits W. Prinzen; Tammo Delhaas Published in: PLoS Computational Biology, Issue 6, 2021, ISSN 1553-7358 Publisher: PLOS DOI: 10.1371/journal.pcbi.1009361 Non-invasive estimation of relative pressure in turbulent flow using virtual work-energy Author(s): 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 Published in: Medical Image Analysis, 2020, ISSN 1361-8415 Publisher: 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 Author(s): Maciej Marciniak, Arend W van Deutekom, Liza Toemen, Adam J Lewandowski, Romy Gaillard, Alistair A Young, Vincent WV Jaddoe, Pablo Lamata Published in: European Heart Journal - Cardiovascular Imaging, 2021, ISSN 2047-2404 Publisher: 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 Author(s): Hassaan A. Bukhari; Flavio Palmieri; Julia Ramirez; Pablo Laguna; José Esteban Ruiz; Dina Ferreira; Mark Potse; Carlos Sánchez; Esther Pueyo Published in: IEEE Transactions on Biomedical Engineering, Issue 26, 2020, ISSN 0018-9294 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tbme.2020.3043844 Conference proceedings (19) 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 Author(s): M Villegas-Martinez, HH Odland, OJ Sletten, F Khan, A Wajdan, OJ Elle, E Fosse, MR Krogh, EW Remme Published in: EP Europace, 2021, ISSN 1099-5129 Publisher: Oxford University Press DOI: 10.1093/europace/euab116.459 Human Ventricular Modelling and Simulation of Drug Action on Electrophysiology and Contraction Author(s): Francesca Margara; Zhinuo Wang; Alfonso Bueno-Orovio; Blanca Rodriguez Published in: CinC, Issue 11, 2020 Publisher: 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 Author(s): Yingjing Feng, Mirabeau Saha, Mélèze Hocini, Edward Vigmond Published in: Computing in Cardiology 2019 Proceeding, 2019 Publisher: 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 Author(s): Ali Wajdan, Magnus Reinsfelt Krogh, Manuel Villegas-Martinez, Per Steinar Halvorsen, Ole-Johannes Grymyr, Ole Jakob Elle, Espen W. Remme Published in: 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 Publisher: IEEE DOI: 10.1109/embc.2019.8856417 An anatomical surrogate of wall compliance in the infant heart Author(s): M. Marciniak, L. Toemen, A. King, V. Jaddoe, P. Lamata Published in: Proc. of Frontiers of Simulation and Experimentation for Personalised Cardiovascular Management and Treatment conference VPH CaSE Conference., 2018 Publisher: VPH CaSE In-Silico and clinical based pipeline for the electrode location optimisation in quadripolar left ventricular leads for cardiac resynchronization therapy Author(s): Cristóbal Rodero, Marina Strocchi, Pablo Lamata, Gernot Plank, Christopher A Rinaldi, Steven A Niederer. Published in: Proc. of The heart by numbers Conference, 2018, Page(s) 71 Publisher: Biophysical Society Enhanced non-invasive pressure drop and flow inefficiencies quantification via 4D-flow MRI Author(s): Joao Filipe Fernandes, Alessandro Faraci, Saul Myerson, David Alexander Nordsletten, Pablo Lamata. Published in: Proc. of 27th ISMRM conference, 2019 Publisher: International Society for Magnetic Resonance in Medicine Inaccuracies of clinical pressure gradient measurements: Quantification of pressure recovery in aortic valve conditions. Author(s): Joao Filipe Fernandes, Alessandro Faraci, Saul Myerson, David A. Nordsletten and Pablo Lamata Published in: Proc. of VIRTUAL PHYSIOLOGICAL HUMAN 2018 Conference, 2018 Publisher: VPH Institute Transmural ventricular heterogeneities play a major role in determining T-wave morphology at different extracellular potassium levels. Author(s): Syed Hassaan Ahmed, Flavio Palmieri, Mark Potse, Julia Ramírez, Pablo Laguna, Carlos Sánchez, Esther Pueyo Published in: Computing in Cardiology 2019 Proceeding, 2019 Publisher: Computing in Cardiology Society Left Ventricle Quantification with Cardiac MRI : Deep Learning Meets Statistical Models of Deformation Author(s): JC Acero, H Xu, E Zacur, J Schneider, P Lamata, A Bueno-Orovio, V Grau Published in: Lecture Notes in Computer Science (LNCS), 2019 Publisher: Springer T-Wave Morphology Changes as Surrogate for Blood Potassium Concentration in Hemodialysis Patients Author(s): Flavio Palmieri, Pedro Gomis, José Esteban Ruiz, Beatriz Bergasa, Alba Martín-Yebra, Syed Hassaan Ahmed, Esther Pueyo, Juan Pablo Martínez, Julia Ramírez, Pablo Laguna Published in: Computing in Cardiology 2019 Proceeding, 2019 Publisher: Computing in Cardiology Society A septal bulge depicts more advanced cardiac impairment in patients with hypertension: the case of atrial remodelling Author(s): Loncaric F, Nunno L, Mimbrero M, Sanchis L, Montserrat S, Weidemann F, Bijnens B, Sitges M Published in: European Heart Journal Cardiovascular Imaging, 2018 Publisher: European Society of Cardiology Myocardial work in hypertension and mitral regurgitation- insights from non-invasive assessment of left ventricular pressure-strain relations Author(s): 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 Published in: European Heart Journal Cardiovascular Imaging, 2019 Publisher: Oxford Academic Segmental septal curvature - a novel, semi-automated parameter for recognizing basal septal hypertrophy in arterial hypertension Author(s): 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. Published in: European Heart Journal Cardiovascular Imaging, 2019 Publisher: Oxford Academic Exploring hypertensive patient profiles based on full myocardial deformation and Doppler traces– insights from a machine-learning approach Author(s): Loncaric F, Sanchez-Martinez S, Nunno L, Monserrat S, Sanchis L, Mimbrero M, Yague Mendez C, Piella Fenoy G, Sitges M, Bijnens B Published in: European Heart Journal Cardiovascular Imaging, 2019 Publisher: Oxford Academic Left Ventricle Quantification with Cardiac MRI: Deep Learning Meets Statistical Models of Deformation Author(s): Jorge Corral Acero, Ernesto Zacur, Hao Xu, JE Scheneider, Alfonso Bueno-Orovio, Pablo Lamata, Vicente Grau Published in: STACOM 2019 the 10th Workshop on Statistical Atlases and Computational Modelling of the Heart, 2020 Publisher: Springer A Multi-view Crossover Attention U-Net Cascade with Fourier Domain Adaptation for Multi-domain Cardiac MRI Segmentation Author(s): Beetz, Marcel; Corral Acero, Jorge; Grau, Vicente Published in: Statistical Atlases and Computational Models of the Heart, Issue 1, 2022, ISBN 978-3-030-93721-8 Publisher: Springer, Cham DOI: 10.1007/978-3-030-93722-5_35 Myocardial work still reflect function while strain simply measure deformation when afterload increases Author(s): O J Sletten, J M Aalen, E W Remme, F H Khan, A Wajdan, M Villegas, J Hisdal, O A Smiseth, H Skulstad Published in: European Heart Journal, 2021, ISSN 0195-668X Publisher: Oxford University Press DOI: 10.1093/eurheartj/ehab724.0104 Human-based computational and experimental investigation of disease mechanisms in mutation-specific hypertrophic cardiomyopathy Author(s): Francesca Margara; Yiangos Psaras; Blanca Rodriguez; Christopher N. Toepfer; Alfonso Bueno-Orovio Published in: EP Europace, Issue 8, 2021, ISSN 1099-5129 Publisher: Oxford University Press DOI: 10.1093/europace/euab116.537 Book chapters (2) SMOD - Data Augmentation Based on Statistical Models of Deformation to Enhance Segmentation in 2D Cine Cardiac MRI Author(s): Jorge Corral Acero, Ernesto Zacur, Hao Xu, Rina Ariga, Alfonso Bueno-Orovio, Pablo Lamata, Vicente Grau Published in: Functional Imaging and Modeling of the Heart - 10th International Conference, FIMH 2019, Bordeaux, France, June 6–8, 2019, Proceedings, Issue 11504, 2019, Page(s) 361-369, ISBN 978-3-030-21948-2 Publisher: 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 Author(s): Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod Published in: 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, Issue 11798, 2019, Page(s) 29-37, ISBN 978-3-030-32874-0 Publisher: Springer International Publishing DOI: 10.1007/978-3-030-32875-7_4 Searching for OpenAIRE data... 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