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11th FIMH 2021: Stanford, CA, USA
- Daniel B. Ennis
, Luigi E. Perotti
, Vicky Y. Wang
:
Functional Imaging and Modeling of the Heart - 11th International Conference, FIMH 2021, Stanford, CA, USA, June 21-25, 2021, Proceedings. Lecture Notes in Computer Science 12738, Springer 2021, ISBN 978-3-030-78709-7
Advanced Cardiac and Cardiovascular Image Processing
- Kannara Mom, Patrick Clarysse, Nicolas Duchateau:
Population-Based Personalization of Geometric Models of Myocardial Infarction. 3-11 - Orod Razeghi
, Marina Strocchi, Cesare Corrado, Henry Chubb
, Ronak Rajani, Daniel B. Ennis, Steven A. Niederer:
Impact of Image Resolution and Resampling on Motion Tracking of the Left Chambers from Cardiac Scans. 12-21 - Yingyu Yang
, Maxime Sermesant:
Shape Constraints in Deep Learning for Robust 2D Echocardiography Analysis. 22-34 - Jordan B. Stoecker, Kevin C. Eddinger, Alison M. Pouch, Benjamin M. Jackson:
Image-Derived Geometric Characteristics Predict Abdominal Aortic Aneurysm Growth in a Machine Learning Model. 35-45 - Fumin Guo
, Matthew Ng
, Idan Roifman, Graham A. Wright:
Cardiac MRI Left Ventricular Segmentation and Function Quantification Using Pre-trained Neural Networks. 46-54 - Mengmeng Kuang, Yinzhe Wu, Diego Alonso-Álvarez, David N. Firmin, Jennifer Keegan, Peter Gatehouse, Guang Yang
:
Three-Dimensional Embedded Attentive RNN (3D-EAR) Segmentor for Left Ventricle Delineation from Myocardial Velocity Mapping. 55-62 - Hao Xu, Steven A. Niederer, Steven E. Williams, David E. Newby
, Michelle C. Williams, Alistair A. Young:
Whole Heart Anatomical Refinement from CCTA Using Extrapolation and Parcellation. 63-70 - Charles Sillett, Orod Razeghi
, Marina Strocchi, Caroline H. Roney
, Hugh O'Brien, Daniel B. Ennis
, Ulrike Haberland, Ronak Rajani, Christopher A. Rinaldi
, Steven A. Niederer:
Optimisation of Left Atrial Feature Tracking Using Retrospective Gated Computed Tomography Images. 71-83 - Pau Romero
, Dolors Serra
, Miguel Lozano
, Rafael Sebastián
, Ignacio García-Fernández
:
Assessment of Geometric Models for the Approximation of Aorta Cross-Sections. 84-92 - Marta Orlowska
, Alessandro Ramalli
, Jan D'hooge
:
Improved High Frame Rate Speckle Tracking for Echocardiography. 93-100 - Francesco Galati
, Maria A. Zuluaga
:
Efficient Model Monitoring for Quality Control in Cardiac Image Segmentation. 101-111 - Jordina Aviles, Gonzalo D. Maso Talou, Oscar Camara, Marcos Mejía Córdova, Xabier Morales Ferez, Daniel Romero, Edward Ferdian
, Kathleen Gilbert, Ayah Elsayed
, Alistair A. Young
, Lydia Dux-Santoy, Aroa Ruiz-Muñoz, Gisela Teixido-Tura, Jose Rodriguez-Palomares, Andrea Guala
:
Domain Adaptation for Automatic Aorta Segmentation of 4D Flow Magnetic Resonance Imaging Data from Multiple Vendor Scanners. 112-121 - Andre Von Zuben
, Kylie Heckman
, Felipe A. C. Viana
, Luigi E. Perotti
:
A Multi-step Machine Learning Approach for Short Axis MR Images Segmentation. 122-133
Cardiac Microstructure: Measures and Models
- Tanjib Rahman
, Kévin Moulin
, Daniel B. Ennis
, Luigi E. Perotti
:
Diffusion Biomarkers in Chronic Myocardial Infarction. 137-147 - María A. Iglesias, Oscar Camara, Marta Sitges, Gaspar Delso:
Spatially Constrained Deep Learning Approach for Myocardial T1 Mapping. 148-158 - Shunli Wang
, François Varray, Feng Yuan, Isabelle E. Magnin:
A Methodology for Accessing the Local Arrangement of the Sheetlets that Make up the Extracellular Heart Tissue. 159-167 - David S. Li
, Emilio A. Mendiola
, Reza Avazmohammadi, Frank B. Sachse
, Michael S. Sacks:
A High-Fidelity 3D Micromechanical Model of Ventricular Myocardium. 168-177 - Hilke C. H. Straatman, Imke van der Schoor, Martijn Froeling, Glenn Van Steenkiste, Robert J. Holtackers, Tammo Delhaas:
Quantitative Interpretation of Myocardial Fiber Structure in the Left and Right Ventricle of an Equine Heart Using Diffusion Tensor Cardiovascular Magnetic Resonance Imaging. 178-188 - Alexander J. Wilson
, Gregory B. Sands
, Daniel B. Ennis
:
Analysis of Location-Dependent Cardiomyocyte Branching. 189-199 - Yunlong He, Lihui Wang, Feng Yang, Yong Xia, Patrick Clarysse, Yuemin Zhu:
Systematic Study of Joint Influence of Angular Resolution and Noise in Cardiac Diffusion Tensor Imaging. 200-210
Novel Approaches to Measuring Heart Deformation
- Michael Loecher
, Ariel J. Hannum
, Luigi E. Perotti
, Daniel B. Ennis
:
Arbitrary Point Tracking with Machine Learning to Measure Cardiac Strains in Tagged MRI. 213-222 - Maxime Di Folco, Nicolas Guigui, Patrick Clarysse, Pamela Moceri, Nicolas Duchateau:
Investigation of the Impact of Normalization on the Study of Interactions Between Myocardial Shape and Deformation. 223-231 - Zhan-Qiu Liu, Nyasha G. Maforo, Pierangelo Renella, Nancy Halnon, Holden H. Wu
, Daniel B. Ennis
:
Reproducibility of Left Ventricular CINE DENSE Strain in Pediatric Subjects with Duchenne Muscular Dystrophy. 232-241 - Davis M. Vigneault
, Francisco Contijoch
, Christopher P. Bridge
, Katherine Lowe, Chelsea Jan, Elliot R. McVeigh
:
M-SiSSR: Regional Endocardial Function Using Multilabel Simultaneous Subdivision Surface Registration. 242-252 - Roshan Reddy Upendra
, Brian Jamison Wentz, Richard A. Simon, Suzanne M. Shontz, Cristian A. Linte:
CNN-Based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI. 253-263 - Ping Lu
, Wenjia Bai
, Daniel Rueckert
, J. Alison Noble
:
Multiscale Graph Convolutional Networks for Cardiac Motion Analysis. 264-272 - Maziyar Keshavarzian
, Elizabeth Fugate, Saurabh Chavan, Vy Chu, Mohammed Arif, Diana Lindquist, Sakthivel Sadayappan, Reza Avazmohammadi:
An Image Registration Framework to Estimate 3D Myocardial Strains from Cine Cardiac MRI in Mice. 273-284
Cardiac Mechanics: Measures and Models
- Abdallah I. Hasaballa
, Thiranja P. Babarenda Gamage
, Vicky Y. Wang, Debbie Zhao
, Charlène Alice Mauger
, Kathleen Gilbert, Zhinuo J. Wang, Bianca Freytag, Jie Jane Cao, Alistair A. Young
, Martyn P. Nash:
Sensitivity of Myocardial Stiffness Estimates to Inter-observer Variability in LV Geometric Modelling. 287-295 - Luca Barbarotta
, Peter H. M. Bovendeerd:
A Computational Approach on Sensitivity of Left Ventricular Wall Strains to Fiber Orientation. 296-304 - Fikunwa O. Kolawole
, Mathias Peirlinck
, Tyler E. Cork, Vicky Y. Wang, Seraina Anne Dual
, Marc E. Levenston
, Ellen Kuhl
, Daniel B. Ennis
:
A Framework for Evaluating Myocardial Stiffness Using 3D-Printed Heart Phantoms. 305-314 - Johane Bracamonte
, John S. Wilson, Joao S. Soares
:
Modeling Patient-Specific Periaortic Interactions with Static and Dynamic Structures Using a Moving Heterogeneous Elastic Foundation Boundary Condition. 315-327 - Sandra P. Hager, Will Zhang, Renee M. Miller, Jack Lee, David A. Nordsletten
:
An Exploratory Assessment of Focused Septal Growth in Hypertrophic Cardiomyopathy. 328-339 - Luca Barbarotta
, Peter H. M. Bovendeerd:
Parameter Estimation in a Rule-Based Fiber Orientation Model from End Systolic Strains Using the Reduced Order Unscented Kalman Filter. 340-350 - Lei Wang, Zhinuo J. Wang, Rubén Doste, Alfonso Santiago, Xin Zhou, Adria Quintanas, Mariano Vázquez, Blanca Rodríguez:
Effects of Fibre Orientation on Electrocardiographic and Mechanical Functions in a Computational Human Biventricular Model. 351-361 - Maria Gusseva
, Joshua S. Greer, Daniel A. Castellanos
, Mohamed Abdelghafar Hussein
, Gerald Greil, Surendranath R. Veeram Reddy
, Tarique Hussain
, Dominique Chapelle, Radomír Chabiniok
:
Model-Assisted Time-Synchronization of Cardiac MR Image and Catheter Pressure Data. 362-372 - Andrew D. Wisneski, Salvatore Cutugno, Ashley Stroh, Salvatore Pasta
, Jiang Yao, Vaikom S. Mahadevan, Julius M. Guccione:
From Clinical Imaging to Patient-Specific Computational Model: Rapid Adaptation of the Living Heart Human Model to a Case of Aortic Stenosis. 373-381
Translational Cardiac Mechanics
- Ileana Pirozzi
, Ali Kight
, Edgar Aranda-Michael
, Rohan Shad, Yuanjia Zhu, Lewis K. Waldman, William Hiesinger, Mark R. Cutkosky:
Cardiac Support for the Right Ventricle: Effects of Timing on Hemodynamics-Biomechanics Tradeoff. 385-395 - Bianca Freytag
, Vicky Y. Wang
, Debbie Zhao
, Kathleen Gilbert, Gina M. Quill, Abdallah I. Hasaballa, Thiranja P. Babarenda Gamage
, Robert N. Doughty, Malcolm E. Legget, Peter M. Ruygrok, Alistair A. Young
, Martyn P. Nash:
In Vivo Pressure-Volume Loops and Chamber Stiffness Estimation Using Real-Time 3D Echocardiography and Left Ventricular Catheterization - Application to Post-heart Transplant Patients. 396-405 - Stefano Longobardi
, Anna Sher
, Steven A. Niederer
:
In Silico Mapping of the Omecamtiv Mecarbil Effects from the Sarcomere to the Whole-Heart and Back Again. 406-415 - Wenbo Zhang
, David S. Li, Tan Bui-Thanh
, Michael S. Sacks:
High-Speed Simulation of the 3D Behavior of Myocardium Using a Neural Network PDE Approach. 416-424 - Hao Liu, Harshita Narang, Robert C. Gorman, Joseph H. Gorman III, Michael S. Sacks:
On the Interrelationship Between Left Ventricle Infarction Geometry and Ischemic Mitral Regurgitation Grade. 425-434 - Rebecca Waugh, Mohamed Abdelghafar Hussein
, Jamie Weller, Kavita Sharma, Gerald Greil, Jeffrey Kahn, Tarique Hussain
, Radomír Chabiniok
:
Cardiac Modeling for Multisystem Inflammatory Syndrome in Children (MIS-C, PIMS-TS). 435-446 - Gaëtan Desrues, Delphine Feuerstein, Thierry Legay, Serge Cazeau, Maxime Sermesant:
Personal-by-Design: A 3D Electromechanical Model of the Heart Tailored for Personalisation. 447-457
Modeling Electrophysiology, ECG, and Arrhythmia
- Buntheng Ly, Sonny Finsterbach, Marta Nuñez Garcia
, Hubert Cochet, Maxime Sermesant:
Scar-Related Ventricular Arrhythmia Prediction from Imaging Using Explainable Deep Learning. 461-470 - Maryam Toloubidokhti, Prashnna K. Gyawali, Omar A. Gharbia, Xiajun Jiang
, Jaume Coll-Font, Jake A. Bergquist, Brian Zenger, Wilson W. Good, Dana H. Brooks, Rob S. MacLeod, Linwei Wang:
Deep Adaptive Electrocardiographic Imaging with Generative Forward Model for Error Reduction. 471-481 - Victoriya Kashtanova, Ibrahim Ayed, Nicolas Cedilnik, Patrick Gallinari, Maxime Sermesant:
EP-Net 2.0: Out-of-Domain Generalisation for Deep Learning Models of Cardiac Electrophysiology. 482-492 - Jake A. Bergquist
, Jaume Coll-Font
, Brian Zenger
, Lindsay C. Rupp
, Wilson W. Good
, Dana H. Brooks, Rob S. MacLeod
:
Simultaneous Multi-heartbeat ECGI Solution with a Time-Varying Forward Model: A Joint Inverse Formulation. 493-502 - Dennis Ogiermann
, Daniel Balzani
, Luigi E. Perotti
:
The Effect of Modeling Assumptions on the ECG in Monodomain and Bidomain Simulations. 503-514 - Jess D. Tate
, Wilson W. Good
, Nejib Zemzemi
, Machteld J. Boonstra
, Peter M. van Dam
, Dana H. Brooks, Akil Narayan
, Rob S. MacLeod
:
Uncertainty Quantification of the Effects of Segmentation Variability in ECGI. 515-522 - Narimane Gassa, Nejib Zemzemi, Cesare Corrado, Yves Coudière:
Spiral Waves Generation Using an Eikonal-Reaction Cardiac Electrophysiology Model. 523-530 - Dolors Serra
, Pau Romero, Miguel Lozano, Ignacio García-Fernández, Alejandro Liberos, Miguel Rodrigo, Antonio Berruezo, Alfonso Bueno-Orovio, Rafael Sebastián:
Simplified Electrophysiology Modeling Framework to Assess Ventricular Arrhythmia Risk in Infarcted Patients. 531-539 - Sanjay R. Kharche
, Galina Yu. Mironova
, Daniel Goldman, Christopher W. McIntyre, Donald G. Welsh:
Sensitivity Analysis of a Smooth Muscle Cell Electrophysiological Model. 540-550 - Mohamadou Malal Diallo, Yves Coudière, Rémi Dubois:
A Volume Source Method for Solving ECGI Inverse Problem. 551-560 - Michael D. Multerer
, Simone Pezzuto
:
Fast and Accurate Uncertainty Quantification for the ECG with Random Electrodes Location. 561-572
Cardiovascular Flow: Measures and Models
- Judith Zimmermann
, Kathrin Bäumler
, Michael Loecher, Tyler E. Cork
, Fikunwa O. Kolawole
, Kyle Gifford, Alison L. Marsden, Dominik Fleischmann, Daniel B. Ennis:
Quantitative Hemodynamics in Aortic Dissection: Comparing in Vitro MRI with FSI Simulation in a Compliant Model. 575-586 - Florian Vixège, Alain Berod, Franck Nicoud
, Pierre-Yves Courand
, Didier Vray
, Damien Garcia
:
3-D Intraventricular Vector Flow Mapping Using Triplane Doppler Echo. 587-594 - Jermiah J. Joseph
, Ting-Yim Lee, Daniel Goldman, Christopher W. McIntyre, Sanjay R. Kharche
:
The Role of Extra-Coronary Vascular Conditions that Affect Coronary Fractional Flow Reserve Estimation. 595-604 - Jordi Mill, Josquin Harrison, Benoit Legghe, Andy L. Olivares
, Xabier Morales, Jérôme Noailly, Xavier Iriart, Hubert Cochet, Maxime Sermesant, Oscar Camara:
In-Silico Analysis of the Influence of Pulmonary Vein Configuration on Left Atrial Haemodynamics and Thrombus Formation in a Large Cohort. 605-616
Atrial Microstructure, Modeling, and Thrombosis Prediction
- Andy L. Olivares
, Maria Isabel Pons, Jordi Mill, Jose Novo Matos, Patricia Garcia-Cañadilla
, Inma Cerrada, Anna Guy, J. Ciaran Hutchinson, Ian Craig Simcock, Owen J. Arthurs, Andrew C. Cook
, Virginia Luis Fuentes, Oscar Camara:
Shape Analysis and Computational Fluid Simulations to Assess Feline Left Atrial Function and Thrombogenesis. 619-628 - Marianne Beach
, Iain Sim, Arihant Mehta, Irum Kotadia, Daniel O'Hare, John Whitaker, José Alonso Solís-Lemus, Orod Razeghi
, Amedeo Chiribiri
, Mark D. O'Neill, Steven Williams, Steven A. Niederer, Caroline H. Roney
:
Using the Universal Atrial Coordinate System for MRI and Electroanatomic Data Registration in Patient-Specific Left Atrial Model Construction and Simulation. 629-638 - Xabier Morales, Jordi Mill, Guillem Simeon
, Kristine A. Juhl
, Ole De Backer, Rasmus R. Paulsen
, Oscar Camara:
Geometric Deep Learning for the Assessment of Thrombosis Risk in the Left Atrial Appendage. 639-649 - Thomas Grandits
, Simone Pezzuto
, Francisco Sahli Costabal, Paris Perdikaris, Thomas Pock
, Gernot Plank
, Rolf Krause
:
Learning Atrial Fiber Orientations and Conductivity Tensors from Intracardiac Maps Using Physics-Informed Neural Networks. 650-658 - Marina Strocchi, Christoph M. Augustin, Matthias A. F. Gsell, Elias Karabelas
, Aurel Neic, Karli Gillette, Caroline H. Roney
, Orod Razeghi
, Jonathan M. Behar, Christopher A. Rinaldi
, Edward J. Vigmond, Martin J. Bishop, Gernot Plank, Steven A. Niederer:
The Effect of Ventricular Myofibre Orientation on Atrial Dynamics. 659-670 - Miguel Rodrigo
, Benjamin Pagano, Sumiran Takur, Alejandro Liberos
, Rafael Sebastián
, Sanjiv M. Narayan
:
Intra-cardiac Signatures of Atrial Arrhythmias Identified by Machine Learning and Traditional Features. 671-678 - Timothy J. Hunter, Jermiah J. Joseph, Udunna Anazodo
, Sanjay R. Kharche
, Christopher W. McIntyre, Daniel Goldman:
Computational Modelling of the Role of Atrial Fibrillation on Cerebral Blood Perfusion. 679-686
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