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Sirui (David) Ding
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Score-CAM: Score-weighted visual explanations for convolutional neural networks
H Wang, Z Wang, M Du, F Yang, Z Zhang, S Ding, P Mardziel, X Hu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
1001*2020
Towards automated imbalanced learning with deep hierarchical reinforcement learning
D Zha, KH Lai, Q Tan, S Ding, N Zou, XB Hu
Proceedings of the 31st ACM International Conference on Information …, 2022
172022
Cascaded convolutional neural network with attention mechanism for mobile EEG-based driver drowsiness detection system
S Ding, Z Yuan, P An, G Xue, W Sun, J Zhao
2019 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2019
152019
Autovideo: An automated video action recognition system
D Zha, ZP Bhat, YW Chen, Y Wang, S Ding, J Chen, KH Lai, MQ Bhat, ...
IJCAI 2022, 2021
132021
Fairly predicting graft failure in liver transplant for organ assigning
S Ding, R Tang, D Zha, N Zou, K Zhang, X Jiang, X Hu
AMIA Annual Symposium Proceedings 2022, 415, 2022
102022
Towards Fair Patient-Trial Matching via Patient-Criterion Level Fairness Constraint
CY Chang, J Yuan, S Ding, Q Tan, K Zhang, X Jiang, X Hu, N Zou
AMIA Annual Symposium 2023, 2023
82023
A novel EEG sleep staging method for wearable devices based on amplitude-time mapping
P An, W Si, S Ding, G Xue, Z Yuan
2019 IEEE 4th International Conference on Advanced Robotics and Mechatronics …, 2019
52019
Multi-task learning with dynamic re-weighting to achieve fairness in healthcare predictive modeling
C Li, S Ding, N Zou, X Hu, X Jiang, K Zhang
Journal of biomedical informatics 143, 104399, 2023
32023
Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant
S Ding, Q Tan, C Chang, N Zou, K Zhang, NR Hoot, X Jiang, X Hu
AMIA Annual Symposium 2023, 2023
32023
Graph contrastive learning with model perturbation
Q Tan, S Ding, N Liu, SH Choi, L Li, R Chen, X Hu
32022
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data
S Zhang, H Li, R Tang, S Ding, L Rasmy, D Zhi, N Zou, X Hu
The 11th IEEE International Conference on Healthcare Informatics (ICHI 2023), 2023
22023
Towards Precise and Equitable Organ Allocation in Transplant with Machine Learning
S Ding
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI …, 2023
2023
Fair Patient-Trial Matching for Underrepresented Groups Chia-Yuan Chang, Sirui Ding, Jiayi Yuan, Kai Zhang, Xiaoqian Jian, Xia
NZ Hu
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Articles 1–13