Ali Islam

According to our database, Ali Islam authored at least 31 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Contrastive Re-localization and History Distillation in Federated CMR Segmentation.

Xiaoming Qi, Guanyu Yang, Yuting He, Wangyan Liu, Ali Islam, Shuo Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2017

Descriptor Learning via Supervised Manifold Regularization for Multioutput Regression.

Xiantong Zhen, Mengyang Yu, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li

IEEE Trans. Neural Networks Learn. Syst., 2017

Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning.

Wufeng Xue, Ali Islam, Mousumi Bhaduri, Shuo Li

IEEE Trans. Medical Imaging, 2017

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

Medical Image Anal., 2017

2016

Unsupervised Freeview Groupwise Cardiac Segmentation Using Synchronized Spectral Network.

Yunliang Cai, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li

IEEE Trans. Medical Imaging, 2016

Multi-scale deep networks and regression forests for direct bi-ventricular volume estimation.

Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li

Medical Image Anal., 2016

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, Pierre Boulanger, Harald Becher, Michelle Noga

Comput. Methods Programs Biomed., 2016

2015

Direct volume estimation without segmentation.

Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Direct and Simultaneous Four-Chamber Volume Estimation by Multi-Output Regression.

Xiantong Zhen, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Unsupervised Free-View Groupwise Segmentation for M3 Cardiac Images Using Synchronized Spectral Network.

Yunliang Cai, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

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

IEEE Trans. Medical Imaging, 2014

Direct Estimation of Cardiac Biventricular Volumes With an Adapted Bayesian Formulation.

Zhijie Wang, Mohamed Ben Salah, Bin Gu, Ali Islam, Aashish Goela, Shuo Li

IEEE Trans. Biomed. Eng., 2014

Direct Estimation of Cardiac Bi-ventricular Volumes with Regression Forests.

Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

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

Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

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

Medical Image Anal., 2013

Right Ventricle Segmentation with Probability Product Kernel Constraints.

Cyrus M. S. Nambakhsh, Terry M. Peters, Ali Islam, Ismail Ben Ayed

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012

Regional Heart Motion Abnormality Detection via Multiview Fusion.

Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Aashish Goela, Shuo Li

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

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

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

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

Proceedings of the Medical Imaging 2011: Image Processing, 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

Proceedings of the Medical Imaging 2011: Image Processing, 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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

A Convex Max-Flow Segmentation of LV Using Subject-Specific Distributions on Cardiac MRI.

Mohammad Saleh Nambakhsh, Jing Yuan, Ismail Ben Ayed, Kumaradevan Punithakumar, Aashish Goela, Ali Islam, Terry M. Peters, Shuo Li

Proceedings of the Information Processing in Medical Imaging, 2011

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

IEEE Trans. Inf. Technol. Biomed., 2010

Tracking Endocardial Motion Via Multiple Model Filtering.

Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li

IEEE Trans. Biomed. Eng., 2010

Regional Heart Motion Abnormality Detection via Information Measures and Unscented Kalman Filtering.

Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009

Myocardium tracking via matching distributions.

Ismail Ben Ayed, Shuo Li, Ian G. Ross, Ali Islam

Int. J. Comput. Assist. Radiol. Surg., 2009

Heart Motion Abnormality Detection via an Information Measure and Bayesian Filtering.

Kumaradevan Punithakumar, Shuo Li, Ismail Ben Ayed, Ian G. Ross, Ali Islam, Jaron Chong

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Left Ventricle Segmentation via Graph Cut Distribution Matching.

Ismail Ben Ayed, Kumaradevan Punithakumar, Shuo Li, Ali Islam, Jaron Chong

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

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

Proceedings of the Computer Vision, 2009

2008

Area prior constrained level set evolution for medical image segmentation.

Ismail Ben Ayed, Shuo Li, Ali Islam, Gregory J. Garvin, Rethy Chhem

Proceedings of the Medical Imaging 2008: Image Processing, 2008