2025
Automated Enhanced Handheld Fundus Photography via Unpaired Learning.
,
,
,
,
,
,
,
,
,
,
IEEE Trans. Instrum. Meas., 2025
L-SSHNN: A Larger search space of Semi-Supervised Hybrid NAS Network for echocardiography segmentation.
Expert Syst. Appl., 2025
Fed-GFM-DG: A privacy-preserving framework for fundus image segmentation via generative-based feature generalization and mask-guided aggregation.
Biomed. Signal Process. Control., 2025
CDSG-SAM: A cross-domain self-generating prompt few-shot brain tumor segmentation pipeline based on SAM.
Biomed. Signal Process. Control., 2025
2024
Alterations in structural integrity of superior longitudinal fasciculus III associated with cognitive performance in cerebral small vessel disease.
BMC Medical Imaging, December, 2024
Privacy-Preserving Federated Learning With Domain Adaptation for Multi-Disease Ocular Disease Recognition.
IEEE J. Biomed. Health Informatics, June, 2024
MHD-Net: Memory-Aware Hetero-Modal Distillation Network for Thymic Epithelial Tumor Typing With Missing Pathology Modality.
IEEE J. Biomed. Health Informatics, May, 2024
HSA-net with a novel CAD pipeline boosts both clinical brain tumor MR image classification and segmentation.
Comput. Biol. Medicine, March, 2024
Ocular Disease Recognition via Differential Privacy and Unsupervised Domain Regularizer.
IEEE Signal Process. Lett., 2024
SDR2Tr-GAN: A Novel Medical Image Fusion Pipeline Based on GAN With SDR2 Module and Transformer Optimization Strategy.
Int. J. Imaging Syst. Technol., 2024
Network-Constrained Unit Commitment with Flexible Temporal Resolution.
CoRR, 2024
USCT: Uncertainty-regularized symmetric consistency learning for semi-supervised teeth segmentation in CBCT.
Biomed. Signal Process. Control., 2024
SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2024
SSP-RACL: Classification of Noisy Fundus Images with Self-Supervised Pretraining and Robust Adaptive Credal Loss.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024
2023
SegCoFusion: An Integrative Multimodal Volumetric Segmentation Cooperating With Fusion Pipeline to Enhance Lesion Awareness.
IEEE J. Biomed. Health Informatics, December, 2023
A dynamic constrained multiobjective evolutionary algorithm based on decision variable classification.
Swarm Evol. Comput., December, 2023
BTSC-TNAS: A neural architecture search-based transformer for brain tumor segmentation and classification.
Comput. Medical Imaging Graph., December, 2023
A Benchmark Dual-Modality Dental Imaging Dataset and a Novel Cognitively Inspired Pipeline for High-Resolution Dental Point Cloud Synthesis.
Cogn. Comput., November, 2023
TUCNet: A channel and spatial attention-based graph convolutional network for teeth upsampling and completion.
Comput. Biol. Medicine, November, 2023
DCAM-NET:A novel domain generalization optic cup and optic disc segmentation pipeline with multi-region and multi-scale convolution attention mechanism.
Comput. Biol. Medicine, September, 2023
BTMF-GAN: A multi-modal MRI fusion generative adversarial network for brain tumors.
Comput. Biol. Medicine, May, 2023
Registration-Free Hybrid Learning Empowers Simple Multimodal Imaging System for High-quality Fusion Detection.
CoRR, 2023
Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2023
Look-Ahead AC Optimal Power Flow: A Model-Informed Reinforcement Learning Approach.
CoRR, 2023
2022
Cross-Boosted Multi-Target Domain Adaptation for Multi-Modality Histopathology Image Translation and Segmentation.
IEEE J. Biomed. Health Informatics, 2022
Evolutionary Dual-Ensemble Class Imbalance Learning for Human Activity Recognition.
IEEE Trans. Emerg. Top. Comput. Intell., 2022
GNAS-U<sup>2</sup>Net: A New Optic Cup and Optic Disc Segmentation Architecture With Genetic Neural Architecture Search.
IEEE Signal Process. Lett., 2022
A domain adaptation learning strategy for dynamic multiobjective optimization.
Inf. Sci., 2022
Construct informative triplet with two-stage hard-sample generation.
Neurocomputing, 2022
A dual evolutionary bagging for class imbalance learning.
Expert Syst. Appl., 2022
Evaluation of Look-ahead Economic Dispatch Using Reinforcement Learning.
CoRR, 2022
Impaired functional network properties contribute to white matter hyperintensity related cognitive decline in patients with cerebral small vessel disease.
BMC Medical Imaging, 2022
2021
Multi-objective evolutionary optimization based on online perceiving Pareto front characteristics.
Inf. Sci., 2021
MASG-GAN: A multi-view attention superpixel-guided generative adversarial network for efficient and simultaneous histopathology image segmentation and classification.
Neurocomputing, 2021
Open-Access Data and Toolbox for Tracking COVID-19 Impact on Power Systems.
CoRR, 2021
Cross-Model Transformer Method for Medical Image Synthesis.
Complex., 2021
Coarse-to-fine multiplanar D-SEA UNet for automatic 3D carotid segmentation in CTA images.
Int. J. Comput. Assist. Radiol. Surg., 2021
Manifold cluster-based evolutionary ensemble imbalance learning.
Comput. Ind. Eng., 2021
Pneumoconiosis computer aided diagnosis system based on X-rays and deep learning.
BMC Medical Imaging, 2021
Non-local Network Routing for Perceptual Image Super-Resolution.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021
Cross-modality Attention Method for Medical Image Enhancement.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021
Exploiting Invariance of Mining Facial Landmarks.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Open Set Face Anti-Spoofing in Unseen Attacks.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
PML: Progressive Margin Loss for Long-Tailed Age Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Self-guided filter for image denoising.
IET Image Process., 2020
A New Deep Neural Architecture Search Pipeline for Face Recognition.
IEEE Access, 2020
An Enhanced Residual U-Net for Microaneurysms and Exudates Segmentation in Fundus Images.
IEEE Access, 2020
2018
Synthetic Fundus Fluorescein Angiography using Deep Neural Networks.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018