Ali Islam

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 8

Top Topics

Regression Forests

Left Ventricular

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Xiaoming Qi, Guanyu Yang, Yuting He, Wangyan Liu, Ali Islam, Shuo Li
Contrastive Re-localization and History Distillation in Federated CMR Segmentation. MICCAI (5) (2022)
Wufeng Xue, Ali Islam, Mousumi Bhaduri, Shuo Li
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning. CoRR (2017)
Wufeng Xue, Ali Islam, Mousumi Bhaduri, Shuo Li
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning. IEEE Trans. Medical Imaging 36 (10) (2017)
Xiantong Zhen, Heye Zhang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
Direct and simultaneous estimation of cardiac four chamber volumes by multioutput sparse regression. Medical Image Anal. 36 (2017)
Xiantong Zhen, Mengyang Yu, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
Descriptor Learning via Supervised Manifold Regularization for Multioutput Regression. IEEE Trans. Neural Networks Learn. Syst. 28 (9) (2017)
Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
Multi-scale deep networks and regression forests for direct bi-ventricular volume estimation. Medical Image Anal. 30 (2016)
Kumaradevan Punithakumar, Ismail Ben Ayed, Mariam Afshin, Aashish Goela, Ali Islam, Shuo Li, Pierre Boulanger, Harald Becher, Michelle Noga
Detecting left ventricular impaired relaxation in cardiac MRI using moving mesh correspondences. Comput. Methods Programs Biomed. 124 (2016)
Yunliang Cai, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
Unsupervised Freeview Groupwise Cardiac Segmentation Using Synchronized Spectral Network. IEEE Trans. Medical Imaging 35 (9) (2016)
Xiantong Zhen, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
Direct and Simultaneous Four-Chamber Volume Estimation by Multi-Output Regression. MICCAI (1) (2015)
Yunliang Cai, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
Unsupervised Free-View Groupwise Segmentation for M3 Cardiac Images Using Synchronized Spectral Network. MICCAI (2) (2015)
Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
Direct volume estimation without segmentation. Medical Imaging: Image Processing (2015)
Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, Max W. K. Law, Ali Islam, Aashish Goela, Terry M. Peters, Shuo Li
Regional Assessment of Cardiac Left Ventricular Myocardial Function via MRI Statistical Features. IEEE Trans. Medical Imaging 33 (2) (2014)
Kumaradevan Punithakumar, Michelle Noga, Pierre Boulanger, Ismail Ben Ayed, Mariam Afshin, Aashish Goela, Ali Islam, Shuo Li
Detecting left ventricular impaired relaxation using MR imaging. BHI (2014)
Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
Direct Estimation of Cardiac Bi-ventricular Volumes with Regression Forests. MICCAI (2) (2014)
Zhijie Wang, Mohamed Ben Salah, Bin Gu, Ali Islam, Aashish Goela, Shuo Li
Direct Estimation of Cardiac Biventricular Volumes With an Adapted Bayesian Formulation. IEEE Trans. Biomed. Eng. 61 (4) (2014)
Cyrus M. S. Nambakhsh, Terry M. Peters, Ali Islam, Ismail Ben Ayed
Right Ventricle Segmentation with Probability Product Kernel Constraints. MICCAI (1) (2013)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Aashish Goela, Ian G. Ross, Jaron Chong, Shuo Li
Regional heart motion abnormality detection: An information theoretic approach. Medical Image Anal. 17 (3) (2013)
Mariam Afshin, Ismail Ben Ayed, Ali Islam, Aashish Goela, Ian G. Ross, Terry M. Peters, Shuo Li
Estimation of the Cardiac Ejection Fraction from image statistics. ISBI (2012)
Mariam Afshin, Ismail Ben Ayed, Ali Islam, Aashish Goela, Terry M. Peters, Shuo Li
Global Assessment of Cardiac Function Using Image Statistics in MRI. MICCAI (2) (2012)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Aashish Goela, Shuo Li
Regional Heart Motion Abnormality Detection via Multiview Fusion. MICCAI (2) (2012)
Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, Max W. K. Law, Ali Islam, Aashish Goela, Ian G. Ross, Terry M. Peters, Shuo Li
Assessment of Regional Myocardial Function via Statistical Features in MR Images. MICCAI (3) (2011)
Mohammad Saleh Nambakhsh, Kumaradevan Punithakumar, Ismail Ben Ayed, Aashish Goela, Ali Islam, Terry M. Peters, Shuo Li
A neural network learned information measures for heart motion abnormality detection. Medical Imaging: Image Processing (2011)
Mohammad Saleh Nambakhsh, Jing Yuan, Ismail Ben Ayed, Kumaradevan Punithakumar, Aashish Goela, Ali Islam, Terry M. Peters, Shuo Li
A Convex Max-Flow Segmentation of LV Using Subject-Specific Distributions on Cardiac MRI. IPMI (2011)
Mariam Afshin, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Terry M. Peters, Shuo Li
Variational level-set segmentation and tracking of left ventricle using field prior. Medical Imaging: Image Processing (2011)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li
Regional Heart Motion Abnormality Detection via Information Measures and Unscented Kalman Filtering. MICCAI (1) (2010)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ian G. Ross, Ali Islam, Jaron Chong, Shuo Li
Detection of left ventricular motion abnormality via information measures and Bayesian filtering. IEEE Trans. Inf. Technol. Biomed. 14 (4) (2010)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li
Tracking Endocardial Motion Via Multiple Model Filtering. IEEE Trans. Biomed. Eng. 57 (8) (2010)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li
Tracking Endocardial Boundary and Motion via Graph Cut Distribution Matching and Multiple Model Filtering. ACCV (3) (2009)
Kumaradevan Punithakumar, Shuo Li, Ismail Ben Ayed, Ian G. Ross, Ali Islam, Jaron Chong
Heart Motion Abnormality Detection via an Information Measure and Bayesian Filtering. MICCAI (1) (2009)
Ismail Ben Ayed, Kumaradevan Punithakumar, Shuo Li, Ali Islam, Jaron Chong
Left Ventricle Segmentation via Graph Cut Distribution Matching. MICCAI (1) (2009)
Ismail Ben Ayed, Shuo Li, Ian G. Ross, Ali Islam
Myocardium tracking via matching distributions. Int. J. Comput. Assist. Radiol. Surg. 4 (1) (2009)
Ismail Ben Ayed, Shuo Li, Ali Islam, Gregory J. Garvin, Rethy Chhem
Area prior constrained level set evolution for medical image segmentation. Medical Imaging: Image Processing (2008)