Thanh Nguyen-Duc

Employment

• Monash University

Education

• Monash University PhD
  2020 - Present

Projects & Funding

Projects & funding information is unavailable.

Publications (16)

• Cardio Care: A Vision Transformer Cardiac Classification Based on Electrocardiogram Images and Signals
  Vo Quoc Vu, Ngoc Minh To, Thanh Nguyen-Duc +4 more
  2025 DOI: 10.1007/978-981-96-4285-4_17
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• PADMr: Patch-Based Denoising Diffusion Probabilistic Model for Magnetic Resonance Imaging Reconstruction
  2024 IEEE International Symposium on Biomedical Imaging (ISBI) 2024
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• Use of a multiscale vision transformer to predict nursing activities score from low resolution thermal videos in an intensive care unit
  IEEE Sensors Letters 2024
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• Adversarial local distribution regularization for knowledge distillation
  Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision 2023
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• Ambient intelligence--based monitoring of staff and patient activity in the intensive care unit
  Australian Critical Care 2023
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• Cross-Adversarial Local Distribution Regularization for Semi-supervised Medical Image Segmentation
  Lecture Notes in Computer Science 2023 DOI: 10.1007/978-3-031-43907-0_18
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• Estimation of clinical workload and patient Activity using deep learning and optical flow
  IEEE Sensors Letters 2022
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• Med-tex: Transfer and explain knowledge with less data from pretrained medical imaging models
  2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) 2022
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• Particle-based adversarial local distribution regularization
  International Conference on Artificial Intelligence and Statistics. PMLR 2022
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• Deep EHR spotlight: a framework and mechanism to highlight events in electronic health records for explainable predictions
  AMIA Summits on Translational Science Proceedings 2021
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• Learning to Attack with Fewer Pixels: A Probabilistic Post-hoc Framework for Refining Arbitrary Dense Adversarial Attacks
  arXiv preprint arXiv:2010.06131 2020
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• Frequency-splitting dynamic MRI reconstruction using multi-scale 3D convolutional sparse coding and automatic parameter selection
  Medical Image Analysis 2019 DOI: 10.1016/j.media.2019.02.001
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• Weakly Supervised Learning in Deformable EM Image Registration Using Slice Interpolation
  2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) 2019 DOI: 10.1109/isbi.2019.8759290
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• Compressed Sensing MRI Reconstruction Using a Generative Adversarial Network With a Cyclic Loss
  IEEE Transactions on Medical Imaging 2018 DOI: 10.1109/tmi.2018.2820120
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• Compressed sensing dynamic MRI reconstruction using multi-scale 3D convolutional sparse coding with elastic net regularization
  2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) 2018 DOI: 10.1109/isbi.2018.8363586
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• BFD-NN: best fit decreasing-neural network for online energy-aware virtual machine allocation problems
  Proceedings of the 7th Symposium on Information and Communication Technology 2016
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