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Junyan Lyu

Observed name: Lyu, Junyan
ORCID: 0000-0001-5744-5201
Observed ORCID: 0000-0001-5744-5201
OpenAlex ID: A5075328852
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation
2022 · Junyan Lyu, Yiqi Zhang, et al. · IEEE Transactions on Medical Imaging · 103
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PRIOR: Prototype Representation Joint Learning from Medical Images and Reports
2023 · Pujin Cheng, Li Lin, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 93
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SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy Grading
2024 · Yijin Huang, Junyan Lyu, et al. · IEEE Journal of Biomedical and Health Informatics · 74
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BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images
2021 · Li Lin, Zhonghua Wang, et al. · Lecture notes in computer science · 68
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Identifying the Key Components in ResNet-50 for Diabetic Retinopathy Grading from Fundus Images: A Systematic Investigation
2023 · Yijin Huang, Li Lin, et al. · Diagnostics · 57
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I-SECRET: Importance-Guided Fundus Image Enhancement via Semi-supervised Contrastive Constraining
2021 · Pujin Cheng, Li Lin, et al. · Lecture notes in computer science · 56
Lesion-Based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images
2021 · Yijin Huang, Li Lin, et al. · Lecture notes in computer science · 55
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The SUSTech-SYSU dataset for automatically segmenting and classifying corneal ulcers
2020 · Lijie Deng, Junyan Lyu, et al. · Scientific Data · 48
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auto SMIM: Automatic Superpixel-Based Masked Image Modeling for Skin Lesion Segmentation
2023 · Zhonghua Wang, Junyan Lyu, et al. · IEEE Transactions on Medical Imaging · 38
Fundus Image Based Retinal Vessel Segmentation Utilizing a Fast and Accurate Fully Convolutional Network
2019 · Junyan Lyu, Pujin Cheng, et al. · Lecture notes in computer science · 17
LF-SynthSeg: Label-Free Brain Tissue-Assisted Tumor Synthesis and Segmentation
2024 · Pengxiao Xu, Junyan Lyu, et al. · IEEE Journal of Biomedical and Health Informatics · 16
Identifying the Key Components in ResNet-50 for Diabetic Retinopathy Grading from Fundus Images: A Systematic Investigation
2022 · Yijin Huang, Li Lin, et al. · SSRN Electronic Journal · 16
Prior Guided Fundus Image Quality Enhancement Via Contrastive Learning
2021 · Pujin Cheng, Li Lin, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 16
SET: Superpixel Embedded Transformer for skin lesion segmentation
2025 · Zhonghua Wang, Junyan Lyu, et al. · Medical Image Analysis · 15
Superpixel Inpainting For Self-Supervised Skin Lesion Segmentation from Dermoscopic Images
2022 · Zhonghua Wang, Junyan Lyu, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 15
Toward hippocampal volume measures on ultra-high field magnetic resonance imaging: a comprehensive comparison study between deep learning and conventional approaches
2023 · Junyan Lyu, Perry F. Bartlett, et al. · Frontiers in Neuroscience · 8
Fully Automatic White Matter Hyperintensity Segmentation using U-net and Skip Connection
2019 · Yue Zhang, Jiong Wu, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 8
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training
2024 · Junyan Lyu, Perry F. Bartlett, et al. · IEEE Transactions on Medical Imaging · 7
LDDMM-Face: Large deformation diffeomorphic metric learning for cross-annotation face alignment
2024 · Huilin Yang, Junyan Lyu, et al. · Pattern Recognition · 7
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TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction
2023 · Linfeng Liu, Junyan Lyu, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 7
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Advanced and interpretable corneal staining assessment through fine grained knowledge distillation
2025 · Yuqing Deng, Pujin Cheng, et al. · npj Digital Medicine · 6
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Accurate measurement of magnetic resonance parkinsonism index by a fully automatic and deep learning quantification pipeline
2023 · Fuhai Sun, Junyan Lyu, et al. · European Radiology · 6
Learning Ontology-Based Hierarchical Structural Relationship for Whole Brain Segmentation
2023 · Junyan Lyu, Pengxiao Xu, et al. · Lecture notes in computer science · 6
Probability distribution guided optic disc and cup segmentation from fundus images
2020 · Pujin Cheng, Junyan Lyu, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 5
A Survey on Deep Learning-Based Diffeomorphic Mapping
2023 · Huilin Yang, Junyan Lyu, et al. · Springer eBooks · 4
Works count: 43
Citation count: 768
H-index: 15
I10-index: 15
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