Variation-aware federated learning with multi-source decentralized medical image data Z Yan, J Wicaksana, Z Wang, X Yang, KT Cheng IEEE Journal of Biomedical and Health Informatics 25 (7), 2615-2628, 2020 | 136 | 2020 |
FedMix: Mixed supervised federated learning for medical image segmentation J Wicaksana, Z Yan, D Zhang, X Huang, H Wu, X Yang, KT Cheng IEEE Transactions on Medical Imaging 42 (7), 1955-1968, 2022 | 69 | 2022 |
Customized federated learning for multi-source decentralized medical image classification J Wicaksana, Z Yan, X Yang, Y Liu, L Fan, KT Cheng IEEE Journal of Biomedical and Health Informatics 26 (11), 5596-5607, 2022 | 44 | 2022 |
SDQ: Stochastic differentiable quantization with mixed precision X Huang, Z Shen, S Li, Z Liu, H Xianghong, J Wicaksana, E Xing, ... International Conference on Machine Learning, 9295-9309, 2022 | 41 | 2022 |
A wireless dual-mode micro thermal flow sensor system with extended flow range by using CMOS-MEMS process W Xu, B Lijin, M Duan, X Wang, J Wicaksana, A Min, M Ahmed, R Wang, ... 2018 IEEE Micro Electro Mechanical Systems (MEMS), 824-827, 2018 | 23 | 2018 |
FCA: taming long-tailed federated medical image classification by classifier anchoring J Wicaksana, Z Yan, KT Cheng arXiv preprint arXiv:2305.00738, 2023 | 10 | 2023 |
FoodWise: Food Waste Reduction and Behavior Change on Campus with Data Visualization and Gamification Y Yu, S Yi, X Nan, LYH Lo, K Shigyo, L Xie, J Wicaksana, KT Cheng, H Qu Proceedings of the 6th ACM SIGCAS/SIGCHI Conference on Computing and …, 2023 | 8 | 2023 |
Automated vision-based wellness analysis for elderly care centers X Huang, J Wicaksana, S Li, KT Cheng Multimodal AI in healthcare: A paradigm shift in health intelligence, 321-333, 2022 | 3 | 2022 |
Non-parametric regularization for class imbalance federated medical image classification J Wicaksana, Z Yan, KT Cheng arXiv preprint arXiv:2407.12446, 2024 | | 2024 |
Building Blocks to Address Variations in Federated Medical Image Analysis J Wicaksana PQDT-Global, 2024 | | 2024 |