Direct Estimation of Cardiac Bi-ventricular Volumes with Regression Forests. - Xiantong Zhen; Zhijie Wang 003; Ali Islam; Mousumi Bhaduri; Ian Chan; Shuo Li 001 (MICCAI (2), 2014)

Unsupervised Free-View Groupwise Segmentation for M3 Cardiac Images Using Synchronized Spectral Network. - Yunliang Cai; Ali Islam; Mousumi Bhaduri; Ian Chan; Shuo Li 001 (MICCAI (2), 2015)

Direct and Simultaneous Four-Chamber Volume Estimation by Multi-Output Regression. - Xiantong Zhen; Ali Islam; Mousumi Bhaduri; Ian Chan; Shuo Li 001 (MICCAI (1), 2015)

Direct volume estimation without segmentation. - Xiantong Zhen; Zhijie Wang 003; Ali Islam; Mousumi Bhaduri; Ian Chan; Shuo Li 001 (Image Processing, 2015)

Multi-task Shape Regression for Medical Image Segmentation. - Xiantong Zhen; Yilong Yin; Mousumi Bhaduri; Ilanit Ben Nachum; David T. Laidley; Shuo Li 001 (MICCAI (3), 2016)

Multi-scale deep networks and regression forests for direct bi-ventricular volume estimation. - Xiantong Zhen; Zhijie Wang 003; Ali Islam; Mousumi Bhaduri; Ian Chan; Shuo Li 001 (Medical Image Anal., 2016)

Unsupervised Freeview Groupwise Cardiac Segmentation Using Synchronized Spectral Network. - Yunliang Cai; Ali Islam; Mousumi Bhaduri; Ian Chan; Shuo Li 001 (IEEE Trans. Medical Imaging, 2016)

Direct and simultaneous estimation of cardiac four chamber volumes by multioutput sparse regression. - Xiantong Zhen; Heye Zhang; Ali Islam; Mousumi Bhaduri; Ian Chan; Shuo Li 001 (Medical Image Anal., 2017)

Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning. - Wufeng Xue; Ali Islam; Mousumi Bhaduri; Shuo Li 001 (IEEE Trans. Medical Imaging, 2017)

Descriptor Learning via Supervised Manifold Regularization for Multioutput Regression. - Xiantong Zhen; Mengyang Yu; Ali Islam; Mousumi Bhaduri; Ian Chan; Shuo Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Multitarget Sparse Latent Regression. - Xiantong Zhen; Mengyang Yu; Feng Zheng; Ilanit Ben Nachum; Mousumi Bhaduri; David T. Laidley; Shuo Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)