Junyan Lyu - RankMe

42 papers A* 1Journal 23Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MIRAGE: Medical image-text pre-training for robustness against noisy environments. Medical Image Anal. Pujin Cheng, Yijin Huang, Li Lin, Junyan Lyu, Kenneth Kin-Yip Wong, Xiaoying Tang
2026	J	`jnl`	Modality fusion and masked complementary modeling based pre-training for brain tumor segmentation. Inf. Fusion Jianwen Liang, Li Lin, Junyan Lyu, Pujin Cheng, Xiaoying Tang
2025	J	`jnl`	Advanced and interpretable corneal staining assessment through fine grained knowledge distillation. npj Digit. Medicine Yuqing Deng, Pujin Cheng, Ruiwen Xu, Lirong Ling, Hongliang Xue, Shiyou Zhou, Yansong Huang, Junyan Lyu, Zhonghua Wang, Kenneth K. Y. Wong, Yimin Zhang, Kang Yu, Tingting Zhang, Xiaoqing Hu, Xiaoyi Li, Xiaoying Tang, Yan Lou, Jin Yuan
2025	—	`conf`	Braineditor: Structure-Disentangled Brain MRI Synthesis via Natural Language Prompted Diffusion Image Editing. ISBI Jialin Li, Dong Wei, Jiaming Qiu, Yiwei Ren, Pujin Cheng, Junyan Lyu, Terry Tao Ye, Yefeng Zheng, Xiaoying Tang
2025	J	`jnl`	LF-SynthSeg: Label-Free Brain Tissue-Assisted Tumor Synthesis and Segmentation. IEEE J. Biomed. Health Informatics Pengxiao Xu, Junyan Lyu, Li Lin, Pujin Cheng, Xiaoying Tang
2025	—	`conf`	Masked Contrastive Language-Image Modeling For Brain Segmentation. MICCAI (8) Jianwen Liang, Junyan Lyu, Yixuan Yuan, Xiaoying Tang
2025	J	`jnl`	Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training. IEEE Trans. Medical Imaging Junyan Lyu, Perry F. Bartlett, Fatima A. Nasrallah, Xiaoying Tang
2025	J	`jnl`	SET: Superpixel Embedded Transformer for skin lesion segmentation. Medical Image Anal. Zhonghua Wang, Junyan Lyu, Xiaoying Tang
2024	J	`jnl`	Branch and price algorithm for route optimization on customized bus service. Ann. Oper. Res. Xueting He, Zhiyuan Yang, Tianyi Fan, Jiajing Gao, Lu Zhen, Junyan Lyu
2024	—	`conf`	Joint Super-Resolution and Modality Translation Network for Multi-Contrast Arbitrary-Scale Isotropic MRI Reconstruction. BIBM Kai Pan, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
2024	J	`jnl`	LDDMM-Face: Large deformation diffeomorphic metric learning for cross-annotation face alignment. Pattern Recognit. Huilin Yang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang
2024	—	`conf`	Masked Modality Complementary Modeling for Brain Tumor Segmentation. BIBM Jianwen Liang, Li Lin, Junyan Lyu, Xiaoying Tang
2024	J	`jnl`	SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy Grading. IEEE J. Biomed. Health Informatics Yijin Huang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang
2023	—	`conf`	Learning Ontology-Based Hierarchical Structural Relationship for Whole Brain Segmentation. MICCAI (4) Junyan Lyu, Pengxiao Xu, Fatima A. Nasrallah, Xiaoying Tang
2023	A*	`conf`	PRIOR: Prototype Representation Joint Learning from Medical Images and Reports. ICCV Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang
2023	J	`jnl`	PRIOR: Prototype Representation Joint Learning from Medical Images and Reports. CoRR Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang
2023	—	`conf`	Prior Guided 3D Medical Image Landmark Localization. MIDL Yijie Pang, Pujin Cheng, Junyan Lyu, Fan Lin, Xiaoying Tang
2023	J	`jnl`	Super-Resolution on Rotationally Scanned Photoacoustic Microscopy Images Incorporating Scanning Prior. CoRR Kai Pan, Linyang Li, Li Lin, Pujin Cheng, Junyan Lyu, Lei Xi, Xiaoying Tang
2023	—	`conf`	TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction. ISBI Linfeng Liu, Junyan Lyu, Siyu Liu, Xiaoying Tang, Shekhar S. Chandra, Fatima A. Nasrallah
2023	J	`jnl`	TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction. CoRR Linfeng Liu, Junyan Lyu, Siyu Liu, Xiaoying Tang, Shekhar S. Chandra, Fatima A. Nasrallah
2023	J	`jnl`	autoSMIM: Automatic Superpixel-Based Masked Image Modeling for Skin Lesion Segmentation. IEEE Trans. Medical Imaging Zhonghua Wang, Junyan Lyu, Xiaoying Tang
2022	J	`jnl`	AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. CoRR Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang
2022	J	`jnl`	AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. IEEE Trans. Medical Imaging Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang
2022	J	`jnl`	SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading. CoRR Yijin Huang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang
2022	J	`jnl`	Scheduling heterogeneous delivery tasks on a mixed logistics platform. Eur. J. Oper. Res. Lu Zhen, Roberto Baldacci, Zheyi Tan, Shuaian Wang, Junyan Lyu
2022	—	`conf`	Superpixel Inpainting For Self-Supervised Skin Lesion Segmentation from Dermoscopic Images. ISBI Zhonghua Wang, Junyan Lyu, Wenhao Luo, Xiaoying Tang
2021	—	`conf`	Adjacent Scale Fusion and Corneal Position Embedding for Corneal Ulcer Segmentation. OMIA@MICCAI Zhonghua Wang, Junyan Lyu, Wenhao Luo, Xiaoying Tang
2021	—	`conf`	BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images. MICCAI (8) Li Lin, Zhonghua Wang, Jiewei Wu, Yijin Huang, Junyan Lyu, Pujin Cheng, Jiong Wu, Xiaoying Tang
2021	J	`jnl`	BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images. CoRR Li Lin, Zhonghua Wang, Jiewei Wu, Yijin Huang, Junyan Lyu, Pujin Cheng, Jiong Wu, Xiaoying Tang
2021	—	`conf`	I-SECRET: Importance-Guided Fundus Image Enhancement via Semi-supervised Contrastive Constraining. MICCAI (8) Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang
2021	J	`jnl`	Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation. CoRR Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
2021	J	`jnl`	LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment. CoRR Huilin Yang, Junyan Lyu, Pujin Cheng, Xiaoying Tang
2021	—	`conf`	Lesion-Based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images. MICCAI (2) Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
2021	J	`jnl`	Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images. CoRR Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
2021	—	`conf`	Prior Guided Fundus Image Quality Enhancement Via Contrastive Learning. ISBI Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang
2021	J	`jnl`	Routing Optimisation of Urban Medical Waste Recycling Network considering Differentiated Collection Strategy and Time Windows. Sci. Program. Jiajing Gao, Haolin Li, Jingwen Wu, Junyan Lyu, Zheyi Tan, Zhufan Jin
2020	—	`conf`	Deep Learning Based Discrimination of Corneal Ulcer Patterns Using Fluorescein Staining Images. ISICDM Zhonghua Wang, Yijin Huang, Junyan Lyu, Pujin Cheng, Xiaoying Tang
2020	J	`jnl`	Model and Hybrid Algorithm of Collaborative Distribution System with Multiple Drones and a Truck. Sci. Program. Min Lin, Junyan Lyu, Jia-Jing Gao, Ling-Yu Li
2020	—	`conf`	Probability distribution guided optic disc and cup segmentation from fundus images. EMBC Pujin Cheng, Junyan Lyu, Yijin Huang, Xiaoying Tang
2020	—	`conf`	Transfer Learning for Automatic Cornea Segmentation based on Ocular Staining Images. ISICDM Junyan Lyu, Jiaming Qiu, Lijie Deng, Yue Zhang, Terry Tao Ye, Xiaoying Tang
2019	—	`conf`	Fully Automatic White Matter Hyperintensity Segmentation using U-net and Skip Connection. EMBC Yue Zhang, Jiong Wu, Wanli Chen, Yilong Liu, Junyan Lyu, Hongjian Shi, Yifan Chen, Ed X. Wu, Xiaoying Tang
2019	—	`conf`	Fundus Image Based Retinal Vessel Segmentation Utilizing a Fast and Accurate Fully Convolutional Network. OMIA@MICCAI Junyan Lyu, Pujin Cheng, Xiaoying Tang