Ali Islam

33 papers B 4Journal 14Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
RSNA Large Language Model Benchmark Dataset for Chest Radiographs of Cardiothoracic Disease: Radiologist Evaluation and Validation Enhanced by AI Labels (REVEAL-CXR).
CoRR
Yishu Wei, Adam E. Flanders, Errol Colak, John Mongan, Luciano M. Prevedello, Po-Hao Chen, Henrique Min Ho Lee, Gilberto Szarf, Hamilton Shoji, Jason Sho, Katherine P. Andriole, Tessa Sundaram Cook, Lisa C. Adams, Linda C. Chu, Maggie Chung, Geraldine Brusca-Augello, Djeven P. Deva, Navneet Singh, Felipe Antonio Sanchez Tijmes, Jeffrey B. Alpert, Elsie T. Nguyen, Drew A. Torigian, Kate Hanneman, Lauren K. Groner, Alexander Phan, Ali Islam, Matias F. Callejas, Gustavo Borges da Silva Teles, Faisal Jamal, Maryam Vazirabad, Ali Tejani, Hari Trivedi, Paulo Eduardo de Aguiar Kuriki, Rajesh Bhayana, Elana T. Benishay, Yi Lin, Yifan Peng, George Shih
2022 — conf
Contrastive Re-localization and History Distillation in Federated CMR Segmentation.
MICCAI (5)
Xiaoming Qi, Guanyu Yang, Yuting He, Wangyan Liu, Ali Islam, Shuo Li
2017 J jnl
Descriptor Learning via Supervised Manifold Regularization for Multioutput Regression.
IEEE Trans. Neural Networks Learn. Syst.
Xiantong Zhen, Mengyang Yu, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2017 J jnl
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning.
CoRR
Wufeng Xue, Ali Islam, Mousumi Bhaduri, Shuo Li
2017 J jnl
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning.
IEEE Trans. Medical Imaging
Wufeng Xue, Ali Islam, Mousumi Bhaduri, Shuo Li
2017 J jnl
Direct and simultaneous estimation of cardiac four chamber volumes by multioutput sparse regression.
Medical Image Anal.
Xiantong Zhen, Heye Zhang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2016 J jnl
Detecting left ventricular impaired relaxation in cardiac MRI using moving mesh correspondences.
Comput. Methods Programs Biomed.
Kumaradevan Punithakumar, Ismail Ben Ayed, Mariam Afshin, Aashish Goela, Ali Islam, Shuo Li, Pierre Boulanger, Harald Becher, Michelle Noga
2016 J jnl
Multi-scale deep networks and regression forests for direct bi-ventricular volume estimation.
Medical Image Anal.
Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2016 J jnl
Unsupervised Freeview Groupwise Cardiac Segmentation Using Synchronized Spectral Network.
IEEE Trans. Medical Imaging
Yunliang Cai, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2015 — conf
Direct and Simultaneous Four-Chamber Volume Estimation by Multi-Output Regression.
MICCAI (1)
Xiantong Zhen, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2015 B conf
Direct volume estimation without segmentation.
Image Processing
Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2015 — conf
Unsupervised Free-View Groupwise Segmentation for M3 Cardiac Images Using Synchronized Spectral Network.
MICCAI (2)
Yunliang Cai, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2014 — conf
Detecting left ventricular impaired relaxation using MR imaging.
BHI
Kumaradevan Punithakumar, Michelle Noga, Pierre Boulanger, Ismail Ben Ayed, Mariam Afshin, Aashish Goela, Ali Islam, Shuo Li
2014 — conf
Direct Estimation of Cardiac Bi-ventricular Volumes with Regression Forests.
MICCAI (2)
Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2014 J jnl
Direct Estimation of Cardiac Biventricular Volumes With an Adapted Bayesian Formulation.
IEEE Trans. Biomed. Eng.
Zhijie Wang, Mohamed Ben Salah, Bin Gu, Ali Islam, Aashish Goela, Shuo Li
2014 J jnl
Regional Assessment of Cardiac Left Ventricular Myocardial Function via MRI Statistical Features.
IEEE Trans. Medical Imaging
Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, Max W. K. Law, Ali Islam, Aashish Goela, Terry M. Peters, Shuo Li
2013 J jnl
Regional heart motion abnormality detection: An information theoretic approach.
Medical Image Anal.
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Aashish Goela, Ian G. Ross, Jaron Chong, Shuo Li
2013 — conf
Right Ventricle Segmentation with Probability Product Kernel Constraints.
MICCAI (1)
Cyrus M. S. Nambakhsh, Terry M. Peters, Ali Islam, Ismail Ben Ayed
2012 — conf
Estimation of the Cardiac Ejection Fraction from image statistics.
ISBI
Mariam Afshin, Ismail Ben Ayed, Ali Islam, Aashish Goela, Ian G. Ross, Terry M. Peters, Shuo Li
2012 — conf
Global Assessment of Cardiac Function Using Image Statistics in MRI.
MICCAI (2)
Mariam Afshin, Ismail Ben Ayed, Ali Islam, Aashish Goela, Terry M. Peters, Shuo Li
2012 — conf
Regional Heart Motion Abnormality Detection via Multiview Fusion.
MICCAI (2)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Aashish Goela, Shuo Li
2011 — conf
A Convex Max-Flow Segmentation of LV Using Subject-Specific Distributions on Cardiac MRI.
IPMI
Mohammad Saleh Nambakhsh, Jing Yuan, Ismail Ben Ayed, Kumaradevan Punithakumar, Aashish Goela, Ali Islam, Terry M. Peters, Shuo Li
2011 B conf
A neural network learned information measures for heart motion abnormality detection.
Image Processing
Mohammad Saleh Nambakhsh, Kumaradevan Punithakumar, Ismail Ben Ayed, Aashish Goela, Ali Islam, Terry M. Peters, Shuo Li
2011 — conf
Assessment of Regional Myocardial Function via Statistical Features in MR Images.
MICCAI (3)
Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, Max W. K. Law, Ali Islam, Aashish Goela, Ian G. Ross, Terry M. Peters, Shuo Li
2011 B conf
Variational level-set segmentation and tracking of left ventricle using field prior.
Image Processing
Mariam Afshin, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Terry M. Peters, Shuo Li
2010 J jnl
Detection of left ventricular motion abnormality via information measures and Bayesian filtering.
IEEE Trans. Inf. Technol. Biomed.
Kumaradevan Punithakumar, Ismail Ben Ayed, Ian G. Ross, Ali Islam, Jaron Chong, Shuo Li
2010 — conf
Regional Heart Motion Abnormality Detection via Information Measures and Unscented Kalman Filtering.
MICCAI (1)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li
2010 J jnl
Tracking Endocardial Motion Via Multiple Model Filtering.
IEEE Trans. Biomed. Eng.
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li
2009 — conf
Heart Motion Abnormality Detection via an Information Measure and Bayesian Filtering.
MICCAI (1)
Kumaradevan Punithakumar, Shuo Li, Ismail Ben Ayed, Ian G. Ross, Ali Islam, Jaron Chong
2009 — conf
Left Ventricle Segmentation via Graph Cut Distribution Matching.
MICCAI (1)
Ismail Ben Ayed, Kumaradevan Punithakumar, Shuo Li, Ali Islam, Jaron Chong
2009 J jnl
Myocardium tracking via matching distributions.
Int. J. Comput. Assist. Radiol. Surg.
Ismail Ben Ayed, Shuo Li, Ian G. Ross, Ali Islam
2009 — conf
Tracking Endocardial Boundary and Motion via Graph Cut Distribution Matching and Multiple Model Filtering.
ACCV (3)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li
2008 B conf
Area prior constrained level set evolution for medical image segmentation.
Image Processing
Ismail Ben Ayed, Shuo Li, Ali Islam, Gregory J. Garvin, Rethy Chhem