2024
Interpretable Heterogeneous Teacher-Student Learning Framework for Hybrid-Supervised Pulmonary Nodule Detection.
IEEE Trans. Circuits Syst. Video Technol., December, 2024
Anatomically Guided PET Image Reconstruction Using Conditional Weakly-Supervised Multi-Task Learning Integrating Self-Attention.
IEEE Trans. Medical Imaging, June, 2024
SCRN: Single-Cell Gene Regulatory Network Identification in Alzheimer's Disease.
IEEE ACM Trans. Comput. Biol. Bioinform., 2024
DA-Tran: Multiphase liver tumor segmentation with a domain-adaptive transformer network.
Pattern Recognit., 2024
Classification of lung cancer subtypes on CT images with synthetic pathological priors.
Medical Image Anal., 2024
CC-DCNet: Dynamic Convolutional Neural Network with Contrastive Constraints for Identifying Lung Cancer Subtypes on Multi-modality Images.
CoRR, 2024
Learning Functional Dynamics from a Multilayer Brain Network.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
MM-DCNet: A Multi-Scale and Multi-MOdality Dynamic Convolutional Network for Lung Cancer Subtypes Classification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
UPL-SFDA: Uncertainty-Aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation.
IEEE Trans. Medical Imaging, December, 2023
Drop Loss for Person Attribute Recognition With Imbalanced Noisy-Labeled Samples.
IEEE Trans. Cybern., November, 2023
CT-based COPD identification using multiple instance learning with two-stage attention.
Comput. Methods Programs Biomed., March, 2023
scENT for Revealing Gene Clusters From Single-Cell RNA-Seq Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
Learning pyramidal multi-scale harmonic wavelets for identifying the neuropathology propagation patterns of Alzheimer's disease.
Medical Image Anal., 2023
BROW: Better featuRes fOr Whole slide image based on self-distillation.
CoRR, 2023
Spatiotemporal Hub Identification in Brain Network by Learning Dynamic Graph Embedding on Grassmannian Manifold.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Domain-Adversarial Transformer Network for Multiphase Liver Tumor Segmentation.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Automatic Lung Cancer Subtypes Classification on CT Images with Self-generated Multi-modality Hybrid Features.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
A Graph Convolutional Multiple Instance Learning on a Hypersphere Manifold Approach for Diagnosing Chronic Obstructive Pulmonary Disease in CT Images.
IEEE J. Biomed. Health Informatics, 2022
Dual-Stream Subspace Clustering Network for revealing gene targets in Alzheimer's disease.
Comput. Biol. Medicine, 2022
A Neuropathological Hub Identification for Alzheimer's Disease Via joint Analysis of Topological Structure and Neuropathological Burden.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
MSFL-Net: Multi-Semantic Feature Learning Network for Occluded Person Re-Identification.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022
2020
A novel supervised learning method to generate CT images for attenuation correction in delayed pet scans.
Comput. Methods Programs Biomed., 2020
2015
Direct estimation from list-mode data for reversible tracers using graphical modeling.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Patlak Image Estimation From Dual Time-Point List-Mode PET Data.
IEEE Trans. Medical Imaging, 2014
2012
Dual-time-point Patlak estimation from list mode PET data.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012