Area prior constrained level set evolution for medical image segmentation. - Ismail Ben Ayed; Shuo Li 001; Ali Islam; Gregory J. Garvin; Rethy Chhem (Image Processing, 2008)

Tracking Endocardial Boundary and Motion via Graph Cut Distribution Matching and Multiple Model Filtering. - Kumaradevan Punithakumar; Ismail Ben Ayed; Ali Islam; Ian G. Ross; Shuo Li 001 (ACCV (3), 2009)

Left Ventricle Segmentation via Graph Cut Distribution Matching. - Ismail Ben Ayed; Kumaradevan Punithakumar; Shuo Li 001; Ali Islam; Jaron Chong (MICCAI (1), 2009)

Heart Motion Abnormality Detection via an Information Measure and Bayesian Filtering. - Kumaradevan Punithakumar; Shuo Li 001; Ismail Ben Ayed; Ian G. Ross; Ali Islam; Jaron Chong (MICCAI (1), 2009)

Myocardium tracking via matching distributions. - Ismail Ben Ayed; Shuo Li 001; Ian G. Ross; Ali Islam (Int. J. Comput. Assist. Radiol. Surg., 2009)

Regional Heart Motion Abnormality Detection via Information Measures and Unscented Kalman Filtering. - Kumaradevan Punithakumar; Ismail Ben Ayed; Ali Islam; Ian G. Ross; Shuo Li 001 (MICCAI (1), 2010)

Tracking Endocardial Motion Via Multiple Model Filtering. - Kumaradevan Punithakumar; Ismail Ben Ayed; Ali Islam; Ian G. Ross; Shuo Li 001 (IEEE Trans. Biomed. Eng., 2010)

Detection of left ventricular motion abnormality via information measures and Bayesian filtering. - Kumaradevan Punithakumar; Ismail Ben Ayed; Ian G. Ross; Ali Islam; Jaron Chong; Shuo Li 001 (IEEE Trans. Inf. Technol. Biomed., 2010)

A Convex Max-Flow Segmentation of LV Using Subject-Specific Distributions on Cardiac MRI. - Mohammad Saleh Nambakhsh; Jing Yuan 001; Ismail Ben Ayed; Kumaradevan Punithakumar; Aashish Goela; Ali Islam; Terry M. Peters; Shuo Li 001 (IPMI, 2011)

Assessment of Regional Myocardial Function via Statistical Features in MR Images. - Mariam Afshin; Ismail Ben Ayed; Kumaradevan Punithakumar; Max W. K. Law; Ali Islam; Aashish Goela; Ian G. Ross; Terry M. Peters; Shuo Li 001 (MICCAI (3), 2011)

Variational level-set segmentation and tracking of left ventricle using field prior. - Mariam Afshin; Ismail Ben Ayed; Ali Islam; Ian G. Ross; Terry M. Peters; Shuo Li 001 (Image Processing, 2011)

A neural network learned information measures for heart motion abnormality detection. - Mohammad Saleh Nambakhsh; Kumaradevan Punithakumar; Ismail Ben Ayed; Aashish Goela; Ali Islam; Terry M. Peters; Shuo Li 001 (Image Processing, 2011)

Estimation of the Cardiac Ejection Fraction from image statistics. - Mariam Afshin; Ismail Ben Ayed; Ali Islam; Aashish Goela; Ian G. Ross; Terry M. Peters; Shuo Li 001 (ISBI, 2012)

Global Assessment of Cardiac Function Using Image Statistics in MRI. - Mariam Afshin; Ismail Ben Ayed; Ali Islam; Aashish Goela; Terry M. Peters; Shuo Li 001 (MICCAI (2), 2012)

Regional Heart Motion Abnormality Detection via Multiview Fusion. - Kumaradevan Punithakumar; Ismail Ben Ayed; Ali Islam; Aashish Goela; Shuo Li 001 (MICCAI (2), 2012)

Right Ventricle Segmentation with Probability Product Kernel Constraints. - Cyrus M. S. Nambakhsh; Terry M. Peters; Ali Islam; Ismail Ben Ayed (MICCAI (1), 2013)

Regional heart motion abnormality detection: An information theoretic approach. - Kumaradevan Punithakumar; Ismail Ben Ayed; Ali Islam; Aashish Goela; Ian G. Ross; Jaron Chong; Shuo Li 001 (Medical Image Anal., 2013)

Detecting left ventricular impaired relaxation using MR imaging. - Kumaradevan Punithakumar; Michelle Noga; Pierre Boulanger; Ismail Ben Ayed; Mariam Afshin; Aashish Goela; Ali Islam; Shuo Li 001 (BHI, 2014)

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)

Direct Estimation of Cardiac Biventricular Volumes With an Adapted Bayesian Formulation. - Zhijie Wang 003; Mohamed Ben Salah; Bin Gu 001; Ali Islam; Aashish Goela; Shuo Li 001 (IEEE Trans. Biomed. Eng., 2014)

Regional Assessment of Cardiac Left Ventricular Myocardial Function via MRI Statistical Features. - Mariam Afshin; Ismail Ben Ayed; Kumaradevan Punithakumar; Max W. K. Law; Ali Islam; Aashish Goela; Terry M. Peters; Shuo Li 001 (IEEE Trans. Medical Imaging, 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)

Detecting left ventricular impaired relaxation in cardiac MRI using moving mesh correspondences. - Kumaradevan Punithakumar; Ismail Ben Ayed; Mariam Afshin; Aashish Goela; Ali Islam; Shuo Li 001; Pierre Boulanger; Harald Becher; Michelle Noga (Comput. Methods Programs Biomed., 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)

Contrastive Re-localization and History Distillation in Federated CMR Segmentation. - Xiaoming Qi; Guanyu Yang 001; Yuting He 001; Wangyan Liu; Ali Islam; Shuo Li 001 (MICCAI (5), 2022)