Selected publications

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Integrating Efficient Optimal Transport and Functional Maps For Unsupervised Shape Correspondence Learning
T. Le, K. Nguyen, S. Sun, N. Ho, X. Xie.
The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.

Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
T. Le, K. Nguyen, S. Sun, K. Han, N. Ho, X. Xie.
The International Conference on Learning Representations (ICLR), 2024.

Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for Cortical Surface Reconstruction
S. Sun*, T. Le*, C. You, H. Tang, K. Han, H. Ma, D. Kong, X. Yan, X. Xie.
Preprint 2024.

Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane
K. Han, S. Sun, T. Le, X. Yan, H. Ma, C. You, X. Xie.
The IEEE Winter Conference on Applications of Computer Vision (WACV) , 2024.

AFTer-SAM: Adapting SAM with Axial Fusion Transformer for Medical Imaging Segmentation
X. Yan, S. Sun, K. Han, T. Le, H. Ma, C. You, X. Xie.
The IEEE Winter Conference on Applications of Computer Vision (WACV) , 2024.

Learning from multiple expert annotators for enhancing anomaly detection in medical image analysis
K. Le, T. Tran, H. Pham, H. Nguyen, T. Le, H. Nguyen.
IEEE Access, 2023.

Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels.
H. Pham, T. Le, D. Tran, D. Ngo, H. Nguyen.
Neurocomputing, 2021.

Learning to Automatically Diagnose Multiple Diseases in Pediatric Chest Radiographs Using Deep Convolutional Neural Networks.
T. Tran, H. Pham, T. Nguyen, T. Le, H. Nguyen, H. Nguyen
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2021.

VinDr-RibCXR: A Benchmark Dataset for Automatic Segmentation and Labeling of Individual Ribs on Chest X-rays.
H. Nguyen, T. Le, H. Pham, H. Nguyen
Medical Imaging with Deep Learning (MIDL), 2021.

Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network.
T. Le*, H. Nguyen*, T. Nguyen, N. Nguyen
International MICCAI Brainlesion Workshop, 2021.

* denotes equal contribution.