Synapse
⌘+K
Synapse
PulseExploreClubsResearchersJournals
Instagram
HomeClubsExplore
September 17, 2025Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition

Registration-Guided Cardiac Functional Assessment from Limited Annotations in a Single Breath-hold Cine

View Full Paper
Ask AI
Bookmark
Share

Authors

AGAya GhoulPPPaxstan Cassal PaulsonKHKerstin Hammernik

Discussion

Loading...

Member takes

Overview

Automated method improves cardiac function analysis in single breath-hold CMR, indicating enhanced accessibility.

Key Points

  • Reliable ventricular function analysis achieved from accelerated MRI data, boosting assessment efficiency.
  • Demonstrates a 13%-25% improvement in Dice similarity compared to existing deep learning techniques.
  • A multi-task framework incorporates registration, reconstruction, and segmentation for enhanced analysis.
  • Methodology supports automated assessment, making CMR more accessible for studies with limited data.

Cite This Study

Ghoul et al. (2025) studied this question.

synapsesocial.com/papers/68d4293e713b0b5dfea6ecf9https://doi.org/10.58530/2025/0747
View Full Paper
Ask AI
Bookmark
Share

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Unsupervised whole-heart function assessment2025
  2. 2Motion-robust approach for 4D cardiac MRI using 2D real-time acquisitions and slice-to-volume reconstruction (SVR)2025
  3. 3Comprehensive Evaluation of Deep Learning Reconstruction for Free-Breathing Radial Cine Cardiac Magnetic Resonance Imaging2025
  4. 4Free-breathing motion-corrected cardiac cine and late gadolinium enhancement MRI: feasibility and validation in clinical practice2025
  5. 5Robust Respiratory Motion-Resolved Cardiac Cine Imaging with Variable Initial Value-based Tiny Golden-Angle Radial Trajectory2025