2025

crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023.

[DOI]

CoRR, June, 2025

2024

Multi-Scale Clinical-Guided Binocular Fusion Framework for Predicting New-Onset Hypertension Over a Four-Year Period.

[DOI]

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.

[DOI]

Medical Image Anal., 2023

Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans.

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Improved Prognostic Prediction of Pancreatic Cancer Using Multi-phase CT by Integrating Neural Distance and Texture-Aware Transformer.

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

MetaViT: Metabolism-Aware Vision Transformer for Differential Diagnosis of Parkinsonism with <sup>18</sup>F-FDG PET.

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2023

Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization.

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation.

[DOI]

CoRR, 2022

Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation.

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Layer-Parallel Training of Residual Networks with Auxiliary-Variable Networks.

[DOI]

CoRR, 2021

Unsupervised Domain Adaptation in Semantic Segmentation Based on Pixel Alignment and Self-Training.

[DOI]

CoRR, 2021

DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training.

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

AF-SEG: An Annotation-Free Approach for Image Segmentation by Self-Supervision and Generative Adversarial Network.

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Annotation-Free Gliomas Segmentation Based on a Few Labeled General Brain Tumor Images.

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020