HiFi-Syn: Hierarchical granularity discrimination for high-fidelity synthesis of MR images with structure preservation.
Medical Image Anal., 2025
Trustworthy Contrast-enhanced Brain MRI Synthesis.
CoRR, 2024
LaSCL-PLC: Lesion-Aware Supervised Contrastive Learning for Patient-Level Classification of Brainstem and Cerebellar Hemangioblastomas.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders.
Medical Image Anal., December, 2023
MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain.
IEEE Trans. Medical Imaging, April, 2023
TW-Net: Transformer Weighted Network for Neonatal Brain MRI Segmentation.
IEEE J. Biomed. Health Informatics, February, 2023
HiFi-Syn: Hierarchical Granularity Discrimination for High-Fidelity Synthesis of MR Images with Structure Preservation.
CoRR, 2023
Multi-phase Liver-Specific DCE-MRI Translation via A Registration-Guided GAN.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023
Cross-grained Contrastive Representation for Unsupervised Lesion Segmentation in Medical Images.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Cultivating Students' Creative Thinking Using Visual Narrative in an Agile Blended Learning Environment.
Proceedings of the Blended Learning : Lessons Learned and Ways Forward, 2023
MosaicNet: A deep-learning-based multi-tile biomedical image stitching method.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
3D Global Fourier Network for Alzheimer's Disease Diagnosis Using Structural MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Denoising of 3D MR Images Using a Voxel-Wise Hybrid Residual MLP-CNN Model to Improve Small Lesion Diagnostic Confidence.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
MouseGAN: GAN-Based Multiple MRI Modalities Synthesis and Segmentation for Mouse Brain Structures.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Detecting Extremely Small Lesions in Mouse Brain MRI with Point Annotations via Multi-task Learning.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021