Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning - Wufeng Xue; Islam, Ali; Bhaduri, Mousumi; Shuo Li (IEEE transactions on medical imaging, 2017)
Keywords: Artificial neural networks; cardiac MR; Convolution; Coronary artery disease; deep convolution autoencoder; direct estimation; Error reduction; Estimation; Feature extraction; Heart - anatomy & histology; Heart - diagnostic imaging; Heart - physiology; Heart diseases; Heart Function Tests; Humans; Image Interpretation, Computer-Assisted - methods; Image processing; Image representation; Image segmentation; joint learning; Machine Learning; Magnetic Resonance Imaging, Cine - methods; Medical imaging; Multitype cardiac indices; Myocardium; Neural networks; Neural Networks (Computer); Regression Analysis; Regression models; Representations; Thickness; Volume measurement