Results 11 to 20 of about 706,958 (286)

Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images [PDF]

STACOM@MICCAI, 2017
Segmentation of the heart in cardiac cine MR is clinically used to quantify cardiac function. We propose a fully automatic method for segmentation and disease classification using cardiac cine MR images.
Isgum, Ivana, Leiner, Tim, Viergever, Max A., Wolterink, Jelmer M.   +3 more
core   +3 more sources

A Distance Map Regularized CNN for Cardiac Cine MR Image Segmentation [PDF]

Medical Physics (Lancaster), 2019
Cardiac image segmentation is a critical process for generating personalized models of the heart and for quantifying cardiac performance parameters. Several convolutional neural network (CNN) architectures have been proposed to segment the heart chambers
Dangi, Shusil, Linte, Cristian, Yaniv, Ziv   +2 more
core   +2 more sources

Dual-Cycle Constrained Bijective Vae-Gan For Tagged-To-Cine Magnetic Resonance Image Synthesis [PDF]

IEEE International Symposium on Biomedical Imaging, 2021
Tagged magnetic resonance imaging (MRI) is a widely used imaging technique for measuring tissue deformation in moving organs. Due to tagged MRI’s intrinsic low anatomical resolution, another matching set of cine MRI with higher resolution is sometimes ...
Xiaofeng Liu, Fangxu Xing, Jerry L Prince, A. Carass, M. Stone, G. Fakhri, Jonghye Woo   +6 more
semanticscholar   +1 more source

Single‐heartbeat cardiac cine imaging via jointly regularized nonrigid motion‐corrected reconstruction

NMR in Biomedicine, 2023
The aim of the current study was to develop a novel approach for 2D breath‐hold cardiac cine imaging from a single heartbeat, by combining cardiac motion‐corrected reconstructions and nonrigidly aligned patch‐based regularization.
G. Cruz, K. Hammernik, T. Kuestner, C. Velasco, A. Hua, T. F. Ismail, D. Rueckert, René M. Botnar, C. Prieto   +8 more
semanticscholar   +1 more source

An inline deep learning based free-breathing ECG-free cine for exercise cardiovascular magnetic resonance

Journal of Cardiovascular Magnetic Resonance, 2022
Background Exercise cardiovascular magnetic resonance (Ex-CMR) is a promising stress imaging test for coronary artery disease (CAD). However, Ex-CMR requires accelerated imaging techniques that result in significant aliasing artifacts.
M. Morales, Salah Assana, Xiaoying Cai, Kelvin Chow, Hassan Haji-Valizadeh, Eiryu Sai, C. Tsao, J. Matos, Jennifer Rodriguez, Sophie Berg, Neal Whitehead, Patrick Pierce, B. Goddu, W. Manning, R. Nezafat   +14 more
semanticscholar   +1 more source

A completely automated pipeline for 3D reconstruction of human heart from 2D cine magnetic resonance slices

Philosophical Transactions of the Royal Society A, 2021
Cardiac magnetic resonance (CMR) imaging is a valuable modality in the diagnosis and characterization of cardiovascular diseases, since it can identify abnormalities in structure and function of the myocardium non-invasively and without the need for ...
Abhirup Banerjee, J. Camps, E. Zacur, Christopher M. Andrews, Y. Rudy, R. Choudhury, B. Rodríguez, V. Grau   +7 more
semanticscholar   +1 more source

CINENet: deep learning-based 3D cardiac CINE MRI reconstruction with multi-coil complex-valued 4D spatio-temporal convolutions

Scientific Reports, 2020
Cardiac CINE magnetic resonance imaging is the gold-standard for the assessment of cardiac function. Imaging accelerations have shown to enable 3D CINE with left ventricular (LV) coverage in a single breath-hold.
T. Küstner, N. Fuin, K. Hammernik, Aurélien Bustin, H. Qi, R. Hajhosseiny, P. Masci, R. Neji, D. Rueckert, R. Botnar, C. Prieto   +10 more
semanticscholar   +1 more source

Dual‐excitation flip‐angle simultaneous cine and T1 mapping using spiral acquisition with respiratory and cardiac self‐gating

Magnetic Resonance in Medicine, 2021
To develop a free‐breathing cardiac self‐gated technique that provides cine images and B1+ slice profile–corrected T1 maps from a single acquisition.
R. Zhou, D. Weller, Yang Yang, Junyu Wang, Haris Jeelani, J. Mugler, M. Salerno   +6 more
semanticscholar   +1 more source

Compressed sensing acceleration of cardiac cine imaging allows reliable and reproducible assessment of volumetric and functional parameters of the left and right atrium

European Radiology, 2021
To compare volumetric and functional parameters of the atria derived from highly accelerated compressed sensing (CS)–based cine sequences in comparison to conventional (Conv) cine imaging.
Sebastian Altmann, M. Halfmann, Ibukun Abidoye, Basel Yacoub, M. Schmidt, P. Wenzel, C. Forman, U. Schoepf, Fei Xiong, C. Dueber, K. Kreitner, Á. Varga-Szemes, T. Emrich   +12 more
semanticscholar   +1 more source

Comparison between conventional and compressed sensing cine cardiovascular magnetic resonance for feature tracking global circumferential strain assessment

Journal of Cardiovascular Magnetic Resonance, 2021
Background Feature tracking (FT) has become an established tool for cardiovascular magnetic resonance (CMR)-based strain analysis. Recently, the compressed sensing (CS) technique has been applied to cine CMR, which has drastically reduced its acquisition
T. Kido, K. Hirai, R. Ogawa, Y. Tanabe, M. Nakamura, N. Kawaguchi, A. Kurata, Kouki Watanabe, M. Schmidt, C. Forman, T. Mochizuki, T. Kido   +11 more
semanticscholar   +1 more source