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Jie (Joena) Zhang
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Class-incremental learning via deep model consolidation
J Zhang, J Zhang, S Ghosh, D Li, S Tasci, L Heck, H Zhang, CCJ Kuo
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2020
3712020
Multivariate tensor-based morphometry on surfaces: application to mapping ventricular abnormalities in HIV/AIDS
Y Wang, J Zhang, B Gutman, TF Chan, JT Becker, HJ Aizenstein, ...
NeuroImage 49 (3), 2141-2157, 2010
1182010
Applying sparse coding to surface multivariate tensor-based morphometry to predict future cognitive decline
J Zhang, C Stonnington, Q Li, J Shi, RJ Bauer, BA Gutman, K Chen, ...
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 646-650, 2016
362016
A novel pipeline leveraging surface-based features of small subcortical structures to classify individuals with autism spectrum disorder
Y Fu, J Zhang, Y Li, J Shi, Y Zou, H Guo, Y Li, Z Yao, Y Wang, B Hu
Progress in Neuro-Psychopharmacology and Biological Psychiatry 104, 109989, 2021
322021
Regularize, expand and compress: Nonexpansive continual learning
J Zhang, J Zhang, S Ghosh, D Li, J Zhu, H Zhang, Y Wang
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2020
28*2020
Hippocampus morphometry study on pathology-confirmed Alzheimer's disease patients with surface multivariate morphometry statistics
J Wu, J Zhang, J Shi, K Chen, RJ Caselli, EM Reiman, Y Wang
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
232018
Multi-source multi-target dictionary learning for prediction of cognitive decline
J Zhang, Q Li, RJ Caselli, PM Thompson, J Ye, Y Wang
Information Processing in Medical Imaging: 25th International Conference …, 2017
232017
Multi-task dictionary learning based convolutional neural network for computer aided diagnosis with longitudinal images
J Zhang, Q Li, RJ Caselli, J Ye, Y Wang
arXiv preprint arXiv:1709.00042, 2017
222017
Hyperbolic space sparse coding with its application on prediction of Alzheimer’s disease in mild cognitive impairment
J Zhang, J Shi, C Stonnington, Q Li, BA Gutman, K Chen, EM Reiman, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2016
222016
Predicting brain amyloid using multivariate morphometry statistics, sparse coding, and correntropy: validation in 1,101 individuals from the ADNI and OASIS databases
J Wu, Q Dong, J Gui, J Zhang, Y Su, K Chen, PM Thompson, RJ Caselli, ...
Frontiers in Neuroscience 15, 669595, 2021
202021
Dynamically hierarchy revolution: dirnet for compressing recurrent neural network on mobile devices
J Zhang, X Wang, D Li, Y Wang
arXiv preprint arXiv:1806.01248, 2018
202018
Empowering cortical thickness measures in clinical diagnosis of Alzheimer's disease with spherical sparse coding
J Zhang, Y Fan, Q Li, PM Thompson, J Ye, Y Wang
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
162017
Continually modeling Alzheimer’s disease progression via deep multi-order preserving weight consolidation
J Zhang, Y Wang
International Conference on Medical Image Computing and Computer-Assisted …, 2019
112019
Integrating Convolutional Neural Networks and Multi-Task Dictionary Learning for Cognitive Decline Prediction with Longitudinal Images
Q Dong, J Zhang, Q Li, J Wang, N Leporé, PM Thompson, RJ Caselli, ...
Journal of Alzheimer's Disease, 1-22, 2019
112019
Generative Visual Dialogue System via Weighted Likelihood Estimation.
H Zhang, S Ghosh, LP Heck, S Walsh, J Zhang, J Zhang, CCJ Kuo
IJCAI, 1025-1031, 2019
102019
Federated morphometry feature selection for hippocampal morphometry associated beta-amyloid and tau pathology
J Wu, Q Dong, J Zhang, Y Su, T Wu, RJ Caselli, EM Reiman, J Ye, ...
Frontiers in Neuroscience 15, 762458, 2021
92021
System and method for incremental learning
J Zhang, J Zhang, S Ghosh, D Li, S Tasci, L Heck
US Patent App. 16/255,737, 2020
92020
Large-scale feature selection of risk genetic factors for Alzheimer's disease via distributed group lasso regression
Q Li, D Zhu, J Zhang, DP Hibar, N Jahanshad, Y Wang, J Ye, ...
arXiv preprint arXiv:1704.08383, 2017
92017
Multi-resemblance multi-target low-rank coding for prediction of cognitive decline with longitudinal brain images
J Zhang, J Wu, Q Li, RJ Caselli, PM Thompson, J Ye, Y Wang
IEEE transactions on medical imaging 40 (8), 2030-2041, 2021
82021
Generative visual dialogue system via adaptive reasoning and weighted likelihood estimation
H Zhang, S Ghosh, L Heck, S Walsh, J Zhang, J Zhang, CCJ Kuo
arXiv preprint arXiv:1902.09818, 2019
82019
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Articles 1–20