Fully automated segmentation of the left ventricle in cine cardiac MRI using neural network regression
暂无分享,去创建一个
Einly Lim | L. K. Tan | R. McLaughlin | E. Lim | Y. F. Abdul Aziz | Y. Liew | Yih Miin Liew | Li Kuo Tan | Yang Faridah Abdul Aziz | Robert A. McLaughlin | L. Tan
[1] Phi Vu Tran,et al. A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRI , 2016, ArXiv.
[2] Y M Liew,et al. Motion corrected LV quantification based on 3D modelling for improved functional assessment in cardiac MRI , 2015, Physics in medicine and biology.
[3] Guigang Zhang,et al. Deep Learning , 2016, Int. J. Semantic Comput..
[4] Jeffrey L. Anderson,et al. Cardiac magnetic resonance versus transthoracic echocardiography for the assessment of cardiac volumes and regional function after myocardial infarction: an intrasubject comparison using simultaneous intrasubject recordings , 2009, Cardiovascular ultrasound.
[5] Nicholas Ayache,et al. Layered Spatio-temporal Forests for Left Ventricle Segmentation from 4D Cardiac MRI Data , 2011, STACOM.
[6] Robert A. McLaughlin,et al. Convolutional neural network regression for short‐axis left ventricle segmentation in cardiac cine MR sequences , 2017, Medical Image Anal..
[7] Sébastien Ourselin,et al. A Registration-Based Propagation Framework for Automatic Whole Heart Segmentation of Cardiac MRI , 2010, IEEE Transactions on Medical Imaging.
[8] Sepp Hochreiter,et al. Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) , 2015, ICLR.
[9] angesichts der Corona-Pandemie,et al. UPDATE , 1973, The Lancet.
[10] Alain Lalande,et al. Semiautomatic detection of myocardial contours in order to investigate normal values of the left ventricular trabeculated mass using MRI , 2016, Journal of magnetic resonance imaging : JMRI.
[11] Scott D Flamm,et al. Standardized image interpretation and post processing in cardiovascular magnetic resonance: Society for Cardiovascular Magnetic Resonance (SCMR) Board of Trustees Task Force on Standardized Post Processing , 2013, Journal of Cardiovascular Magnetic Resonance.
[12] Milan Sonka,et al. Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac MR images , 2001, IEEE Transactions on Medical Imaging.
[13] A. Herment,et al. An automated myocardial segmentation in cardiac MRI , 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[14] M. Jerosch-Herold,et al. New insights in the Fontan circulation: 4-dimensional respiratory- and ECG-triggered phase contrast magnetic resonance imaging , 2013, Journal of Cardiovascular Magnetic Resonance.
[15] Geoffrey E. Hinton,et al. Deep Learning , 2015, Nature.
[16] Hamid Jafarkhani,et al. A combined deep-learning and deformable-model approach to fully automatic segmentation of the left ventricle in cardiac MRI , 2015, Medical Image Anal..
[17] Yoshua Bengio,et al. Maxout Networks , 2013, ICML.
[18] Caroline Petitjean,et al. A review of segmentation methods in short axis cardiac MR images , 2011, Medical Image Anal..
[19] Anil K. Jain,et al. A modified Hausdorff distance for object matching , 1994, Proceedings of 12th International Conference on Pattern Recognition.
[20] Andrew E Moran,et al. Global and Regional Patterns in Cardiovascular Mortality From 1990 to 2013 , 2015, Circulation.
[21] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[22] Nicholas Ayache,et al. A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images , 2014, Medical Image Anal..
[23] Xiaoguang Lu,et al. Automatic Segmentation of the Myocardium in Cine MR Images Using Deformable Registration , 2011, STACOM.
[24] Alistair A. Young,et al. Quantification of LV function and mass by cardiovascular magnetic resonance: multi-center variability and consensus contours , 2015, Journal of Cardiovascular Magnetic Resonance.
[25] Scott D Flamm,et al. Standardized cardiovascular magnetic resonance (CMR) protocols 2013 update , 2013, Journal of Cardiovascular Magnetic Resonance.
[26] Ayman M. Khalifa,et al. Myocardial Segmentation Using Contour-Constrained Optical Flow Tracking , 2011, STACOM.
[27] Farhana Fadzli,et al. State of the Heart: CMR in Coronary Artery Disease , 2013 .
[28] B. Cowan,et al. In-line automated tracking for ventricular function with magnetic resonance imaging. , 2010, JACC. Cardiovascular imaging.