Yanping Zhang received her Ph.D. degree in computer science from Anhui University in 2003, Hefei, China. She is a professor in Anhui University from 2004. Her research interests include quotient space, granular computing and machine learning.
JTEHM, Articles, Published ArticlesCardiac-DeepIED: Automatic Pixel-level Deep Segmentation for Cardiac Bi-ventricle Using Improved End-to-End Encoder-Decoder Network
Abstract Accurate segmentation of cardiac bi-ventricle (CBV) from magnetic resonance (MR) images has a great significance to analyze and evaluate the function of the cardiovascular system. However, the complex structure of CBV image makes fully automatic segmentation as a well-known challenge.... Read more
Posted on 8 MAR 2019
JTEHM, Articles, Published ArticlesCorrelated Regression Feature Learning for Automated Right Ventricle Segmentation
Abstract: Accurate segmentation of right ventricle (RV) from cardiac magnetic resonance (MR) images can help doctor to robustly quantify the clinical indices including ejection fraction. In this paper, we develop one regression convolutional neural network (RegressionCNN) that a holistic regression model... Read more
Posted on 29 JUN 2018