Cover Image

CMRINet: Joint Groupwise Registration and Segmentation for Cardiac Function Quantification from Cine-MRI

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Elmahdy, Mohamed S., Staring, Marius, de Koning, Patrick J. H., Alabed, Samer, Salehi, Mahan, Alandejani, Faisal, Sharkey, Michael, Aldabbagh, Ziad, Swift, Andrew J., van der Geest, Rob J.
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

KP-INR: A Dual-Branch Implicit Neural Representation Model for Cardiac Cine MRI Reconstruction
by: Lyu, Donghang, et al.
Published: (2025)

Low Rank Groupwise Deformations for Motion Tracking in Cardiac Cine MRI
by: Rendell, Sean, et al.
Published: (2024)

Set-Based Groupwise Registration for Variable-Length, Variable-Contrast Cardiac MRI
by: Zhang, Yi, et al.
Published: (2026)

Groupwise Image Registration with Edge-Based Loss for Low-SNR Cardiac MRI
by: Lei, Xuan, et al.
Published: (2024)

Groupwise Registration with Physics-Informed Test-Time Adaptation on Multi-parametric Cardiac MRI
by: Li, Xinqi, et al.
Published: (2025)

Tensor-based Multimodal Learning for Prediction of Pulmonary Arterial Wedge Pressure from Cardiac MRI
by: Tripathi, Prasun C., et al.
Published: (2023)

CRUNet-MR-Univ: A Foundation Model for Diverse Cardiac MRI Reconstruction
by: Lyu, Donghang, et al.
Published: (2026)

Efficient Large-Deformation Medical Image Registration via Recurrent Dynamic Correlation
by: Li, Tianran, et al.
Published: (2025)

UPCMR: A Universal Prompt-guided Model for Random Sampling Cardiac MRI Reconstruction
by: Lyu, Donghang, et al.
Published: (2025)

Groupwise Deformable Registration of Diffusion Tensor Cardiovascular Magnetic Resonance: Disentangling Diffusion Contrast, Respiratory and Cardiac Motions
by: Wang, Fanwen, et al.
Published: (2024)

DEEP‐DISORDER: Motion Correction in 3D MRI via Segment Reconstruction and Registration
by: Laurens Beljaards, et al.
Published: (2026)

TabMixer: Noninvasive Estimation of the Mean Pulmonary Artery Pressure via Imaging and Tabular Data Mixing
by: Grzeszczyk, Michal K., et al.
Published: (2024)

Multimodal Variational Autoencoder for Low-cost Cardiac Hemodynamics Instability Detection
by: Suvon, Mohammod N. I., et al.
Published: (2024)

SHMoAReg: Spark Deformable Image Registration via Spatial Heterogeneous Mixture of Experts and Attention Heads
by: Zheng, Yuxi, et al.
Published: (2025)

Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration
by: Luo, Xinzhe, et al.
Published: (2024)

Gabor Primitives for Accelerated Cardiac Cine MRI Reconstruction
by: Huang, Wenqi, et al.
Published: (2026)

Deep‐Learning‐Based Disease Classification in Patients Undergoing Cine Cardiac MRI
by: Athira J. Jacob, et al.
Published: (2024)

Convolutional recurrent U‐net for cardiac cine MRI reconstruction via effective spatio‐temporal feature exploitation
by: Donghang Lyu, et al.
Published: (2025)

MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day
by: Lyu, Donghang, et al.
Published: (2024)

Clinical DVH metrics as a loss function for 3D dose prediction in head and neck radiotherapy
by: Gao, Ruochen, et al.
Published: (2026)

Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets
by: Gao, Ruochen, et al.
Published: (2024)

Optimizing Cine Cardiac MRI : Technical Advances and Clinical Applications
by: Sadegh Dehghani, et al.
Published: (2026)

AI‐based motion artifact severity estimation in undersampled MRI allowing for selection of appropriate reconstruction models
by: Laurens Beljaards, et al.
Published: (2024)

Dynamic Regularized Adaptive Cluster Optimization (DRACO) for Quantitative Cardiac Cine MRI in Complex Arrhythmias
by: Zhengyang Ming, et al.
Published: (2024)

Classification of Mitral Regurgitation from Cardiac Cine MRI using Clinically-Interpretable Morphological Features
by: On, Y., et al.
Published: (2024)

Motion-Robust Deep Reconstruction for Free-Breathing Cardiac Cine MRI
by: Yurt, Mahmut, et al.
Published: (2026)

Spatiotemporal Diffusion Model with Paired Sampling for Accelerated Cardiac Cine MRI
by: Qiu, Shihan, et al.
Published: (2024)

Clinically Feasible Diffusion Reconstruction for Highly-Accelerated Cardiac Cine MRI
by: Qiu, Shihan, et al.
Published: (2024)

Graph Image Prior for Unsupervised Dynamic Cardiac Cine MRI Reconstruction
by: Li, Zhongsen, et al.
Published: (2024)

Seg-metrics: a Python package to compute segmentation metrics
by: Jia, Jingnan, et al.
Published: (2024)

Groupwise image registration with edge‐based loss for low‐SNR cardiac MRI
by: Xuan Lei, et al.
Published: (2025)

Interpretable Multimodal Learning for Cardiovascular Hemodynamics Assessment
by: Tripathi, Prasun C, et al.
Published: (2024)

CoRe: Joint Optimization with Contrastive Learning for Medical Image Registration
by: Kats, Eytan, et al.
Published: (2026)

Minimalist revision of Mesochorus Gravenhorst, 1829 (Hymenoptera: Ichneumonidae: Mesochorinae) from Área de Conservación Guanacaste, Costa Rica, with 158 new species and host records for 129 species
by: Michael-J. Sharkey
Published: (2023)

The Saqqara Necropolis through the New Kingdom
by: Staring, Nico
Published: (2023)

Improve Myocardial Strain Estimation based on Deformable Groupwise Registration with a Locally Low-Rank Dissimilarity Metric
by: Chen, Haiyang, et al.
Published: (2023)

MeDSLIP: Medical Dual-Stream Language-Image Pre-training with Pathology-Anatomy Semantic Alignment
by: Fan, Wenrui, et al.
Published: (2024)

Bridging Modalities: Joint Synthesis and Registration Framework for Aligning Diffusion MRI with T1-Weighted Images
by: Wang, Xiaofan, et al.
Published: (2026)

Causal Inference with Groupwise Matching
by: Rincón, Ratzanyel, et al.
Published: (2025)

A Novel Deep Learning Method for Segmenting the Left Ventricle in Cardiac Cine MRI
by: Chu, Wenhui, et al.
Published: (2026)