Cardiac four-chamber volume estimation serves as a fundamental and crucial role in clinical
quantitative analysis of whole heart functions. It is a challenging task due to the huge …

A fully automated 2-D+ time myocardial segmentation framework is proposed for cardiac
magnetic resonance (CMR) blood-oxygen-level-dependent (BOLD) data sets. Ischemia …

Cardiac Phase-resolved Blood-Oxygen-Level Dependent (CP-BOLD) MRI provides a
unique opportunity to image an ongoing ischemia at rest. However, it requires post …

Though unsupervised segmentation was a de-facto standard for cardiac MRI segmentation
early on, recently cardiac MRI segmentation literature has favored fully supervised …

Abstract Cardiac Phase-resolved Blood Oxygen-Level-Dependent (CP-BOLD) MRI is a new
contrast agent-and stress-free imaging technique for the assessment of myocardial ischemia …

Deformable model-based approaches to 3D image segmentation have been shown to be
highly successful. Such methodology requires an appearance model that drives the …

Registration and segmentation of anatomical structures are two well studied problems in
medical imaging. Optimizing segmentation and registration jointly has been proven to …

This chapter discusses novel techniques for the tasks of segmentation and registration
separately and jointly. In particular, the feature learning is tested on cardiac phase-resolved …