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Medical Image Analysis|July 30, 2025
SET: Superpixel Embedded Transformer for skin lesion segmentationZhonghua Wang, Junyan Lyu, Xiaoying Tang
IEEE Transactions on Medical Imaging|June 28, 2023
autoSMIM: Automatic Superpixel-Based Masked Image Modeling for Skin Lesion SegmentationZhonghua Wang, Junyan Lyu, Xiaoying Tang
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|October 6, 2020
Probability distribution guided optic disc and cup segmentation from fundus imagesPujin Cheng, Junyan Lyu, Yijin Huang, et al.
IEEE Journal of Biomedical and Health Informatics|February 6, 2024
SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy GradingYijin Huang, Junyan Lyu, Pujin Cheng, et al.
IEEE Transactions on Medical Imaging|March 3, 2025
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-TrainingJunyan Lyu, Perry F Bartlett, Fatima A Nasrallah, et al.
Frontiers in Neuroscience|December 29, 2023
Toward hippocampal volume measures on ultra-high field magnetic resonance imaging: a comprehensive comparison study between deep learning and conventional approachesJunyan Lyu, Perry F Bartlett, Fatima A Nasrallah, et al.
IEEE Journal of Biomedical and Health Informatics|October 31, 2024
LF-SynthSeg: Label-Free Brain Tissue-Assisted Tumor Synthesis and SegmentationPengxiao Xu, Junyan Lyu, Li Lin, et al.
European Radiology|July 22, 2023
Accurate measurement of magnetic resonance parkinsonism index by a fully automatic and deep learning quantification pipelineFuhai Sun, Junyan Lyu, Si Jian, et al.
Scientific Data|January 22, 2020
The SUSTech-SYSU dataset for automatically segmenting and classifying corneal ulcersLijie Deng, Junyan Lyu, Haixiang Huang, et al.
IEEE Transactions on Medical Imaging|July 21, 2022
AADG: Automatic Augmentation for Domain Generalization on Retinal Image SegmentationJunyan Lyu, Yiqi Zhang, Yijin Huang, et al.
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