XuLei Yang

Publication Activity (10 Years)

Years Active: 2004-2018
Publications (10 Years): 8

Top Topics

Left Ventricular

Magnetic Resonance Images

Convolutional Neural Networks

Top Venues

IET Comput. Vis.

Artif. Intell. Medicine

Publications

Zeng Zeng, Nanying Liang, XuLei Yang, Steven C. H. Hoi
Multi-target deep neural networks: Theoretical analysis and implementation. Neurocomputing 273 (2018)
XuLei Yang, Zeng Zeng, Si Yong Yeo, Colin Tan, Hong Liang Tey, Yi Su
A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification. CoRR (2017)
XuLei Yang, Zeng Zeng, Yi Su
Deep convolutional neural networks for automatic segmentation of left ventricle cavity from cardiac magnetic resonance images. IET Comput. Vis. 11 (8) (2017)
XuLei Yang, Qing Song, Yi Su
Automatic segmentation of left ventricle cavity from short-axis cardiac magnetic resonance images. Medical Biol. Eng. Comput. 55 (9) (2017)
XuLei Yang, Feng Yang, Like Gobeawan, Si Yong Yeo, Shuang Leng, Liang Zhong, Yi Su
A Multi-Modal Classifier for Heart Sound Recordings. CinC (2016)
XuLei Yang, Yi Su, Rubing Duan, Haijin Fan, Si Yong Yeo, Calvin Chi-Wan Lim, Liang Zhong, Ru San Tan
Cardiac image segmentation by random walks with dynamic shape constraint. IET Comput. Vis. 10 (1) (2016)
XuLei Yang, Like Gobeawan, Si Yong Yeo, Wai Teng Tang, Zhenzhou Wu, Yi Su
Automatic Segmentation of Left Ventricular Myocardium by Deep Convolutional and De-convolutional Neural Networks. CinC (2016)
Si Yong Yeo, XuLei Yang, Like Gobeawan, Soo Kng Teo, Liang Zhong, Ru San Tan, Yi Su
Statistical Left Ventricular Deformation Analysis. CinC (2016)
Haijin Fan, Qing Song, XuLei Yang, Zhao Xu
Kernel online learning algorithm with state feedbacks. Knowl. Based Syst. 89 (2015)
Min Wan, Soo Kng Teo, XuLei Yang, Jun-Mei Zhang, Xiaodan Zhao, Wong Sum Thai, Calvin Chi-Wan Lim, Liang Zhong, Ru San Tan, Yi Su
Left ventricular regional shape dynamics analysis by three-dimensional cardiac magnetic resonance imaging associated with left ventricular function in first-time myocardial infarction patients. EMBC (2014)
XuLei Yang, Yi Su, Min Wan, Si Yong Yeo, Calvin Chi-Wan Lim, Sum Thai Wong, Liang Zhong, Ru San Tan
Left ventricle segmentation by dynamic shape constrained random walks. EMBC (2014)
XuLei Yang, Aize Cao, Qing Song, Gerald Schaefer, Yi Su
Vicinal support vector classifier using supervised kernel-based clustering. Artif. Intell. Medicine 60 (3) (2014)
XuLei Yang, Si Yong Yeo, Yi Su, Calvin Chi-Wan Lim, Min Wan, Liang Zhong, Ru San Tan
Right Ventricle Segmentation by Temporal Information Constrained Gradient Vector Flow. SMC (2013)
Qing Song, XuLei Yang, Yeng Chai Soh, Zhimin Wang
An information-theoretic fuzzy C-spherical shells clustering algorithm. Fuzzy Sets Syst. 161 (13) (2010)
XuLei Yang, Qing Song, Yi-Lei Wu, Aize Cao
A novel pruning approach for robust data clustering. Neural Comput. Appl. 18 (7) (2009)
XuLei Yang, Qing Song, Yue Wang, Aize Cao, Yi-Lei Wu
A Modified Deterministic Annealing Algorithm for Robust Image Segmentation. J. Math. Imaging Vis. 30 (3) (2008)
Aize Cao, Qing Song, XuLei Yang
Robust information clustering incorporating spatial information for breast mass detection in digitized mammograms. Comput. Vis. Image Underst. 109 (1) (2008)
Yi-Lei Wu, Qing Song, XuLei Yang
Robust Recurrent Neural Network Control of Biped Robot. J. Intell. Robotic Syst. 49 (2) (2007)
XuLei Yang, Qing Song, Yi-Lei Wu
A robust deterministic annealing algorithm for data clustering. Data Knowl. Eng. 62 (1) (2007)
XuLei Yang, Qing Song, Yue Wang
A Weighted Support Vector Machine for Data Classification. Int. J. Pattern Recognit. Artif. Intell. 21 (5) (2007)
XuLei Yang, Aize Cao, Qing Song
Image Segmentation by Deterministic Annealing Algorithm with Adaptive Spatial Constraints. ISNN (2) (2006)
XuLei Yang, Qing Song, Meng Joo Er
Robust Data Clustering in Mercer Kernel-Induced Feature Space. ISNN (1) (2006)
Zhimin Wang, Qing Song, Yeng Chai Soh, XuLei Yang, Kang Sim
Adaptive Spatial Information Clustering for Image Segmentation. IJCNN (2006)
XuLei Yang, Qing Song, Wenbo Zhang, Zhimin Wang
Clustering Spherical Shells by a Mini-Max Information Algorithm. ACCV (2) (2006)
XuLei Yang, Aize Cao, Qing Song
A New Cluster Validity for Data Clustering. Neural Process. Lett. 23 (3) (2006)
XuLei Yang, Qing Song, Aize Cao, Sheng Liu, Chengyi Guo
Robust c-shells based deterministic annealing clustering algorithm. FUZZ-IEEE (2004)
Aize Cao, Qing Song, XuLei Yang, Sheng Liu
Breast Mass Segmentation on Digital Mammograms by a Combined Deterministic Annealing Method. ISBI (2004)
Aize Cao, Qing Song, XuLei Yang, Lei Wang
Breast Mass Segmentation based on Information Theory. ICPR (3) (2004)