Ehsan Adeli
TitleCited byYear
3D deep learning for multi-modal imaging-guided survival time prediction of brain tumor patients
D Nie, H Zhang, E Adeli, L Liu, D Shen
International conference on medical image computing and computer-assisted …, 2016
1112016
Prediction of significant wave height using regressive support vector machines
J Mahjoobi, EA Mosabbeb
Ocean Engineering 36 (5), 339-347, 2009
972009
Adversarially learned one-class classifier for novelty detection
M Sabokrou, M Khalooei, M Fathy, E Adeli
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
672018
Inherent structure-based multiview learning with multitemplate feature representation for alzheimer's disease diagnosis
M Liu, D Zhang, E Adeli, D Shen
IEEE Transactions on Biomedical Engineering 63 (7), 1473-1482, 2015
612015
Landmark-based deep multi-instance learning for brain disease diagnosis
M Liu, J Zhang, E Adeli, D Shen
Medical image analysis 43, 157-168, 2018
592018
Deep relative attributes
Y Souri, E Noury, E Adeli
Asian conference on computer vision, 118-133, 2016
412016
3-D fully convolutional networks for multimodal isointense infant brain image segmentation
D Nie, L Wang, E Adeli, C Lao, W Lin, D Shen
IEEE transactions on cybernetics 49 (3), 1123-1136, 2018
402018
Joint feature-sample selection and robust diagnosis of Parkinson's disease from MRI data
E Adeli, F Shi, L An, CY Wee, G Wu, T Wang, D Shen
NeuroImage 141, 206-219, 2016
372016
Multi-label discriminative weakly-supervised human activity recognition and localization
EA Mosabbeb, R Cabral, F De la Torre, M Fathy
Asian conference on computer vision, 241-258, 2014
242014
Kernel-based joint feature selection and max-margin classification for early diagnosis of Parkinson’s disease
E Adeli, G Wu, B Saghafi, L An, F Shi, D Shen
Scientific reports 7, 41069, 2017
232017
Multi-view human activity recognition in distributed camera sensor networks
E Adeli Mosabbeb, K Raahemifar, M Fathy
Sensors 13 (7), 8750-8770, 2013
222013
Conversion and time-to-conversion predictions of mild cognitive impairment using low-rank affinity pursuit denoising and matrix completion
KH Thung, PT Yap, E Adeli, SW Lee, D Shen, ...
Medical image analysis 45, 68-82, 2018
212018
Robust feature-sample linear discriminant analysis for brain disorders diagnosis
E Adeli-Mosabbeb, KH Thung, L An, F Shi, D Shen
Advances in Neural Information Processing Systems, 658-666, 2015
192015
Deep multi-task multi-channel learning for joint classification and regression of brain status
M Liu, J Zhang, E Adeli, D Shen
International conference on medical image computing and computer-assisted …, 2017
182017
Joint classification and regression via deep multi-task multi-channel learning for Alzheimer's disease diagnosis
M Liu, J Zhang, E Adeli, D Shen
IEEE Transactions on Biomedical Engineering 66 (5), 1195-1206, 2018
172018
End-to-end Alzheimer’s disease diagnosis and biomarker identification
S Esmaeilzadeh, DI Belivanis, KM Pohl, E Adeli
International Workshop on Machine Learning in Medical Imaging, 337-345, 2018
152018
A new approach for vehicle detection in congested traffic scenes based on strong shadow segmentation
EA Mosabbeb, M Sadeghi, M Fathy
International Symposium on Visual Computing, 427-436, 2007
152007
Multi-modal classification of neurodegenerative disease by progressive graph-based transductive learning
Z Wang, X Zhu, E Adeli, Y Zhu, F Nie, B Munsell, G Wu
Medical image analysis 39, 218-230, 2017
142017
Semi-supervised discriminative classification robust to sample-outliers and feature-noises
E Adeli, KH Thung, L An, G Wu, F Shi, T Wang, D Shen
IEEE transactions on pattern analysis and machine intelligence 41 (2), 515-522, 2018
132018
Stability-weighted matrix completion of incomplete multi-modal data for disease diagnosis
KH Thung, E Adeli, PT Yap, D Shen
International Conference on Medical Image Computing and Computer-Assisted …, 2016
132016
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