Junyan Lyu

According to our database, Junyan Lyu authored at least 26 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy Grading.

Yijin Huang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang

IEEE J. Biomed. Health Informatics, May, 2024

Branch and price algorithm for route optimization on customized bus service.

Xueting He, Zhiyuan Yang, Tianyi Fan, Jiajing Gao, Lu Zhen, Junyan Lyu

Ann. Oper. Res., April, 2024

LDDMM-Face: Large deformation diffeomorphic metric learning for cross-annotation face alignment.

Huilin Yang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang

Pattern Recognit., 2024

2023

autoSMIM: Automatic Superpixel-Based Masked Image Modeling for Skin Lesion Segmentation.

Zhonghua Wang, Junyan Lyu, Xiaoying Tang

IEEE Trans. Medical Imaging, December, 2023

Super-Resolution on Rotationally Scanned Photoacoustic Microscopy Images Incorporating Scanning Prior.

Kai Pan, Linyang Li, Li Lin, Pujin Cheng, Junyan Lyu, Lei Xi, Xiaoying Tang

CoRR, 2023

Prior Guided 3D Medical Image Landmark Localization.

Yijie Pang, Pujin Cheng, Junyan Lyu, Fan Lin, Xiaoying Tang

Proceedings of the Medical Imaging with Deep Learning, 2023

Learning Ontology-Based Hierarchical Structural Relationship for Whole Brain Segmentation.

Junyan Lyu, Pengxiao Xu, Fatima A. Nasrallah, Xiaoying Tang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction.

Linfeng Liu, Junyan Lyu, Siyu Liu, Xiaoying Tang, Shekhar S. Chandra, Fatima A. Nasrallah

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

PRIOR: Prototype Representation Joint Learning from Medical Images and Reports.

Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation.

Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang

IEEE Trans. Medical Imaging, 2022

Scheduling heterogeneous delivery tasks on a mixed logistics platform.

Lu Zhen, Roberto Baldacci, Zheyi Tan, Shuaian Wang, Junyan Lyu

Eur. J. Oper. Res., 2022

Superpixel Inpainting For Self-Supervised Skin Lesion Segmentation from Dermoscopic Images.

Zhonghua Wang, Junyan Lyu, Wenhao Luo, Xiaoying Tang

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

Routing Optimisation of Urban Medical Waste Recycling Network considering Differentiated Collection Strategy and Time Windows.

Jiajing Gao, Haolin Li, Jingwen Wu, Junyan Lyu, Zheyi Tan, Zhufan Jin

Sci. Program., 2021

Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation.

Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang

CoRR, 2021

LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment.

Huilin Yang, Junyan Lyu, Pujin Cheng, Xiaoying Tang

CoRR, 2021

Adjacent Scale Fusion and Corneal Position Embedding for Corneal Ulcer Segmentation.

Zhonghua Wang, Junyan Lyu, Wenhao Luo, Xiaoying Tang

Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images.

Li Lin, Zhonghua Wang, Jiewei Wu, Yijin Huang, Junyan Lyu, Pujin Cheng, Jiong Wu, Xiaoying Tang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Lesion-Based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.

Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

I-SECRET: Importance-Guided Fundus Image Enhancement via Semi-supervised Contrastive Constraining.

Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Prior Guided Fundus Image Quality Enhancement Via Contrastive Learning.

Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Model and Hybrid Algorithm of Collaborative Distribution System with Multiple Drones and a Truck.

Min Lin, Junyan Lyu, Jia-Jing Gao, Ling-Yu Li

Sci. Program., 2020

Deep Learning Based Discrimination of Corneal Ulcer Patterns Using Fluorescein Staining Images.

Zhonghua Wang, Yijin Huang, Junyan Lyu, Pujin Cheng, Xiaoying Tang

Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020

Transfer Learning for Automatic Cornea Segmentation based on Ocular Staining Images.

Junyan Lyu, Jiaming Qiu, Lijie Deng, Yue Zhang, Terry Tao Ye, Xiaoying Tang

Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020

Probability distribution guided optic disc and cup segmentation from fundus images.

Pujin Cheng, Junyan Lyu, Yijin Huang, Xiaoying Tang

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Fundus Image Based Retinal Vessel Segmentation Utilizing a Fast and Accurate Fully Convolutional Network.

Junyan Lyu, Pujin Cheng, Xiaoying Tang

Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

Fully Automatic White Matter Hyperintensity Segmentation using U-net and Skip Connection.

Yue Zhang, Jiong Wu, Wanli Chen, Yilong Liu, Junyan Lyu, Hongjian Shi, Yifan Chen, Ed X. Wu, Xiaoying Tang

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019