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Thanh Nguyen-Duc
Thanh Nguyen-Duc
PhD, Data Science and AI
Verified email at monash.edu - Homepage
Title
Cited by
Cited by
Year
Compressed sensing MRI reconstruction using a generative adversarial network with a cyclic loss
TM Quan, T Nguyen-Duc, WK Jeong
IEEE transactions on medical imaging 37 (6), 1488-1497, 2018
6062018
Compressed sensing MRI reconstruction with cyclic loss in generative adversarial networks
TM Quan, T Nguyen-Duc, WK Jeong
arXiv preprint arXiv:1709.00753, 2017
322017
Frequency-splitting dynamic MRI reconstruction using multi-scale 3D convolutional sparse coding and automatic parameter selection
T Nguyen-Duc, TM Quan, WK Jeong
Medical image analysis 53, 179-196, 2019
272019
Weakly supervised learning in deformable EM image registration using slice interpolation
T Nguyen-Duc, I Yoo, L Thomas, A Kuan, W Lee, WK Jeong
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
192019
Compressed sensing dynamic MRI reconstruction using multi-scale 3D convolutional sparse coding with elastic net regularization
T Nguyen-Duc, WK Jeong
2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018
72018
Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions
T Nguyen-Duc, N Mulligan, GS Mannu, JH Bettencourt-Silva
AMIA 2021 Virtual Informatics Summit, 2021
62021
Particle-based Adversarial Local Distribution Regularization.
T Nguyen-Duc, T Le, H Zhao, J Cai, DQ Phung, G Camps-Valls, FJR Ruiz, ...
AISTATS, 5212-5224, 2022
52022
Ambient intelligence–based monitoring of staff and patient activity in the intensive care unit
PY Chan, A Tay, D Chen, M De Freitas, C Millet, T Nguyen-Duc, G Duke, ...
Australian Critical Care 36 (1), 92-98, 2023
42023
Med-tex: Transfer and explain knowledge with less data from pretrained medical imaging models
T Nguyen-Duc, H Zhao, J Cai, D Phung
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-4, 2022
4*2022
Adversarial local distribution regularization for knowledge distillation
T Nguyen-Duc, T Le, H Zhao, J Cai, D Phung
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
22023
Cross-adversarial local distribution regularization for semi-supervised medical image segmentation
T Nguyen-Duc, T Le, R Bammer, H Zhao, J Cai, D Phung
International Conference on Medical Image Computing and Computer-Assisted …, 2023
12023
Estimation of clinical workload and patient Activity using deep learning and optical flow
T Nguyen-Duc, A Tay, D Chen, JT Nguyen, J Lyall, M De Freitas, PY Chan
IEEE Sensors Letters 6 (7), 1-4, 2022
12022
BFD-NN: best fit decreasing-neural network for online energy-aware virtual machine allocation problems
T Nguyen-Duc, N Quang-Hung, N Thoai
Proceedings of the 7th Symposium on Information and Communication Technology …, 2016
12016
Learning to Attack with Fewer Pixels: A Probabilistic Post-hoc Framework for Refining Arbitrary Dense Adversarial Attacks
H Zhao, T Nguyen-Duc, T Le, P Montague, O De Vel, T Abraham, ...
arXiv preprint arXiv:2010.06131, 2020
2020
About the Cover: Zero-Biased and Broadband (0.1-1.5 THz) Terahertz Detector Using Dirac Semimetal-Platinum Telluride (PtTe2)(see Article Number 3501604).
T Nguyen-Duc, A Tay, D Chen, JT Nguyen, J Lyall, M De Freitas, PY Chan, ...
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Articles 1–15