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Boning Tong
Boning Tong
Verified email at seas.upenn.edu
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Year
Preference matrix guided sparse canonical correlation analysis for mining brain imaging genetic associations in Alzheimer's disease
J Sha, J Bao, K Liu, S Yang, Z Wen, J Wen, Y Cui, B Tong, JH Moore, ...
Methods 218, 27-38, 2023
32023
Fairness-aware class imbalanced learning on multiple subgroups
DA Tarzanagh, B Hou, B Tong, Q Long, L Shen
Uncertainty in Artificial Intelligence, 2123-2133, 2023
32023
Comparing amyloid imaging normalization strategies for Alzheimer’s disease classification using an automated machine learning pipeline
B Tong, SL Risacher, J Bao, Y Feng, X Wang, MD Ritchie, JH Moore, ...
AMIA Summits on Translational Science Proceedings 2023, 525, 2023
32023
Exploring automated machine learning for cognitive outcome prediction from multimodal brain imaging using streamline
X Wang, Y Feng, B Tong, J Bao, MD Ritchie, AJ Saykin, JH Moore, ...
AMIA Summits on Translational Science Proceedings 2023, 544, 2023
22023
Fair Canonical Correlation Analysis
Z Zhou, D Ataee Tarzanagh, B Hou, B Tong, J Xu, Y Feng, Q Long, ...
Advances in Neural Information Processing Systems 36, 2024
2024
Distance-Weighted Sinkhorn Loss for Alzheimer’s Disease Classification
Z Wang, Q Zhan, B Tong, S Yang, B Hou, H Huang, AJ Saykin, ...
iScience, 2024
2024
Mediation Analysis Identifies Amyloid Imaging Genetic Patterns for Cognitive Outcomes in Alzheimer’s Disease
BN Lee, J Bao, B Tong, SL Risacher, AJ Saykin, JH Moore, D Kim, ...
Alzheimer's & Dementia 19, e078634, 2023
2023
Class-Balanced Deep Learning with Adaptive Vector Scaling Loss for Dementia Stage Detection
B Tong, Z Zhou, DA Tarzanagh, B Hou, AJ Saykin, J Moore, M Ritchie, ...
International Workshop on Machine Learning in Medical Imaging, 144-154, 2023
2023
Multi-Group Tensor Canonical Correlation Analysis
Z Zhou, B Tong, D Ataee Tarzanagh, BJ Hou, A Saykin, Q Long, L Shen
Proceedings of the 14th ACM International Conference on Bioinformatics …, 2023
2023
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