Junyan Lyu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 32

Top Topics

Image Segmentation

Metric Learning

Top Venues

Publications

Yijin Huang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang
SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy Grading. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Huilin Yang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang
LDDMM-Face: Large deformation diffeomorphic metric learning for cross-annotation face alignment. Pattern Recognit. 154 (2024)
Xueting He, Zhiyuan Yang, Tianyi Fan, Jiajing Gao, Lu Zhen, Junyan Lyu
Branch and price algorithm for route optimization on customized bus service. Ann. Oper. Res. 335 (1) (2024)
Kai Pan, Linyang Li, Li Lin, Pujin Cheng, Junyan Lyu, Lei Xi, Xiaoyin Tang
Super-Resolution on Rotationally Scanned Photoacoustic Microscopy Images Incorporating Scanning Prior. CoRR (2023)
Zhonghua Wang, Junyan Lyu, Xiaoying Tang
autoSMIM: Automatic Superpixel-Based Masked Image Modeling for Skin Lesion Segmentation. IEEE Trans. Medical Imaging 42 (12) (2023)
Linfeng Liu, Junyan Lyu, Siyu Liu, Xiaoying Tang, Shekhar S. Chandra, Fatima A. Nasrallah
TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction. CoRR (2023)
Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports. CoRR (2023)
Yijie Pang, Pujin Cheng, Junyan Lyu, Fan Lin, Xiaoying Tang
Prior Guided 3D Medical Image Landmark Localization. MIDL (2023)
Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports. ICCV (2023)
Linfeng Liu, Junyan Lyu, Siyu Liu, Xiaoying Tang, Shekhar S. Chandra, Fatima A. Nasrallah
TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction. ISBI (2023)
Junyan Lyu, Pengxiao Xu, Fatima A. Nasrallah, Xiaoying Tang
Learning Ontology-Based Hierarchical Structural Relationship for Whole Brain Segmentation. MICCAI (4) (2023)
Zhonghua Wang, Junyan Lyu, Wenhao Luo, Xiaoying Tang
Superpixel Inpainting For Self-Supervised Skin Lesion Segmentation from Dermoscopic Images. ISBI (2022)
Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. CoRR (2022)
Yijin Huang, Junyan Lyu, Pujin Cheng, Roger Tam, Xiaoying Tang
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading. CoRR (2022)
Lu Zhen, Roberto Baldacci, Zheyi Tan, Shuaian Wang, Junyan Lyu
Scheduling heterogeneous delivery tasks on a mixed logistics platform. Eur. J. Oper. Res. 298 (2) (2022)
Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. IEEE Trans. Medical Imaging 41 (12) (2022)
Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation. CoRR (2021)
Huilin Yang, Junyan Lyu, Pujin Cheng, Xiaoying Tang
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment. CoRR (2021)
Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang
Prior Guided Fundus Image Quality Enhancement Via Contrastive Learning. ISBI (2021)
Zhonghua Wang, Junyan Lyu, Wenhao Luo, Xiaoying Tang
Adjacent Scale Fusion and Corneal Position Embedding for Corneal Ulcer Segmentation. OMIA@MICCAI (2021)
Jia-Jing Gao, Haolin Li, Jingwen Wu, Junyan Lyu, Zheyi Tan, Zhufan Jin
Routing Optimisation of Urban Medical Waste Recycling Network considering Differentiated Collection Strategy and Time Windows. Sci. Program. 2021 (2021)
Li Lin, Zhonghua Wang, Jiewei Wu, Yijin Huang, Junyan Lyu, Pujin Cheng, Jiong Wu, Xiaoying Tang
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images. MICCAI (8) (2021)
Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang
I-SECRET: Importance-Guided Fundus Image Enhancement via Semi-supervised Contrastive Constraining. MICCAI (8) (2021)
Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images. CoRR (2021)
Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
Lesion-Based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images. MICCAI (2) (2021)
Li Lin, Zhonghua Wang, Jiewei Wu, Yijin Huang, Junyan Lyu, Pujin Cheng, Jiong Wu, Xiaoying Tang
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images. CoRR (2021)
Pujin Cheng, Junyan Lyu, Yijin Huang, Xiaoying Tang
Probability distribution guided optic disc and cup segmentation from fundus images. EMBC (2020)
Min Lin, Junyan Lyu, Jia-Jing Gao, Ling-Yu Li
Model and Hybrid Algorithm of Collaborative Distribution System with Multiple Drones and a Truck. Sci. Program. 2020 (2020)
Zhonghua Wang, Yijin Huang, Junyan Lyu, Pujin Cheng, Xiaoying Tang
Deep Learning Based Discrimination of Corneal Ulcer Patterns Using Fluorescein Staining Images. ISICDM (2020)
Junyan Lyu, Jiaming Qiu, Lijie Deng, Yue Zhang, Terry Tao Ye, Xiaoying Tang
Transfer Learning for Automatic Cornea Segmentation based on Ocular Staining Images. ISICDM (2020)
Yue Zhang, Jiong Wu, Wanli Chen, Yilong Liu, Junyan Lyu, Hongjian Shi, Yifan Chen, Ed X. Wu, Xiaoying Tang
Fully Automatic White Matter Hyperintensity Segmentation using U-net and Skip Connection. EMBC (2019)
Junyan Lyu, Pujin Cheng, Xiaoying Tang
Fundus Image Based Retinal Vessel Segmentation Utilizing a Fast and Accurate Fully Convolutional Network. OMIA@MICCAI (2019)