Chapter: Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization

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Chapters/Headings	Author(s)	Pages	Info
Front Matter		I-XVI
Front Matter		1-1
Three-Dimensional Quantification of Myocardial Collagen Morphology from Confocal Images	Abdallah I. Hasaballa; Gregory B. Sands; Alexander J. Wilson; Alistair A. Young; Vicky Y. Wang; Ian J. LeGrice et al.	3-12
In Vivo Parametric T1 Maps Correlate with Structural and Molecular Characteristics of Focal Fibrosis	Mihaela Pop; Samuel Oduneye; Li Zhang; Susan Newbigging; Graham Wright	13-22
Microstructural Analysis of Cardiac Endomyocardial Biopsies with Synchrotron Radiation-Based X-Ray Phase Contrast Imaging	Hector Dejea; Patricia Garcia-Canadilla; Marco Stampanoni; Monica Zamora; Fatima Crispi; Bart Bijnens et al.	23-31
Cartan Frames for Heart Wall Fiber Motion	Babak Samari; Tristan Aumentado-Armstrong; Gustav Strijkers; Martijn Froeling; Kaleem Siddiqi	32-41
Robust Model-Based Registration of Cardiac MR Images for T1 and ECV Mapping	Sofie Tilborghs; Tom Dresselaers; Piet Claus; Guido Claessen; Jan Bogaert; Frederik Maes et al.	42-50
Improving Understanding of Long-Term Cardiac Functional Remodelling via Cross-Sectional Analysis of Polyaffine Motion Parameters	Kristin McLeod; Maxime Sermesant; Xavier Pennec	51-59
Front Matter		61-61
Multi-cycle Reconstruction of Cardiac MRI for the Analysis of Inter-ventricular Septum Motion During Free Breathing	Teodora Chitiboi; Rebecca Ramb; Li Feng; Eve Piekarski; Lennart Tautz; Anja Hennemuth et al.	63-72
Learning-Based Heart Coverage Estimation for Short-Axis Cine Cardiac MR Images	Giacomo Tarroni; Ozan Oktay; Wenjia Bai; Andreas Schuh; Hideaki Suzuki; Jonathan Passerat-Palmbach et al.	73-82
Using Atlas Prior with Graph Cut Methods for Right Ventricle Segmentation from Cardiac MRI	Shusil Dangi; Cristian A. Linte	83-94
Image Segmentation and Modeling of the Pediatric Tricuspid Valve in Hypoplastic Left Heart Syndrome	Alison M. Pouch; Ahmed H. Aly; Andras Lasso; Alexander V. Nguyen; Adam B. Scanlan; Francis X. McGowan et al.	95-105
Strain-Based Parameters for Infarct Localization: Evaluation via a Learning Algorithm on a Synthetic Database of Pathological Hearts	Gerardo Kenny Rumindo; Nicolas Duchateau; Pierre Croisille; Jacques Ohayon; Patrick Clarysse	106-114
Towards Cognition-Guided Patient-Specific FEM-Based Cardiac Surgery Simulation	Nicolai Schoch; Vincent Heuveline	115-126
FastVentricle: Cardiac Segmentation with ENet	Jesse Lieman-Sifry; Matthieu Le; Felix Lau; Sean Sall; Daniel Golden	127-138
Slice-to-Volume Image Registration Models for MRI-Guided Cardiac Procedures	L. W. Lorraine Ma; Mehran Ebrahimi	139-151
Random Forest Based Left Ventricle Segmentation in LGE-MRI	Tanja Kurzendorfer; Christoph Forman; Alexander Brost; Andreas Maier	152-160
A Multiple Kernel Learning Framework to Investigate the Relationship Between Ventricular Fibrillation and First Myocardial Infarction	Maciej Marciniak; Hermenegild Arevalo; Jacob Tfelt-Hansen; Kiril A. Ahtarovski; Thomas Jespersen; Reza Jabbari et al.	161-171
Real-Time Guiding Catheter and Guidewire Detection for Congenital Cardiovascular Interventions	YingLiang Ma; Mazen Alhrishy; Maria Panayiotou; Srinivas Ananth Narayan; Ansab Fazili; Peter Mountney et al.	172-182
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