Fully Automatic White Matter Hyperintensity Segmentation using U-net and Skip Connection. - Yue Zhang 033; Jiong Wu; Wanli Chen; Yilong Liu; Junyan Lyu; Hongjian Shi; Yifan Chen 001; Ed X. Wu; Xiaoying Tang 001 (EMBC, 2019)

Fundus Image Based Retinal Vessel Segmentation Utilizing a Fast and Accurate Fully Convolutional Network. - Junyan Lyu; Pujin Cheng; Xiaoying Tang 001 (OMIA@MICCAI, 2019)

Probability distribution guided optic disc and cup segmentation from fundus images. - Pujin Cheng; Junyan Lyu; Yijin Huang; Xiaoying Tang 001 (EMBC, 2020)

Transfer Learning for Automatic Cornea Segmentation based on Ocular Staining Images. - Junyan Lyu; Jiaming Qiu; Lijie Deng; Yue Zhang 033; Terry Tao Ye; Xiaoying Tang 001 (ISICDM, 2020)

Deep Learning Based Discrimination of Corneal Ulcer Patterns Using Fluorescein Staining Images. - Zhonghua Wang; Yijin Huang; Junyan Lyu; Pujin Cheng; Xiaoying Tang 001 (ISICDM, 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)

Prior Guided Fundus Image Quality Enhancement Via Contrastive Learning. - Pujin Cheng; Li Lin 006; Yijin Huang; Junyan Lyu; Xiaoying Tang 001 (ISBI, 2021)

I-SECRET: Importance-Guided Fundus Image Enhancement via Semi-supervised Contrastive Constraining. - Pujin Cheng; Li Lin 006; Yijin Huang; Junyan Lyu; Xiaoying Tang 001 (MICCAI (8), 2021)

Lesion-Based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images. - Yijin Huang; Li Lin 006; Pujin Cheng; Junyan Lyu; Xiaoying Tang 001 (MICCAI (2), 2021)

BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images. - Li Lin 006; Zhonghua Wang; Jiewei Wu; Yijin Huang; Junyan Lyu; Pujin Cheng; Jiong Wu; Xiaoying Tang 001 (MICCAI (8), 2021)

Adjacent Scale Fusion and Corneal Position Embedding for Corneal Ulcer Segmentation. - Zhonghua Wang; Junyan Lyu; Wenhao Luo; Xiaoying Tang 001 (OMIA@MICCAI, 2021)

LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment. - Huilin Yang; Junyan Lyu; Pujin Cheng; Xiaoying Tang 001 (CoRR, 2021)

Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation. - Yijin Huang; Li Lin 006; Pujin Cheng; Junyan Lyu; Xiaoying Tang 001 (CoRR, 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)

Superpixel Inpainting For Self-Supervised Skin Lesion Segmentation from Dermoscopic Images. - Zhonghua Wang; Junyan Lyu; Wenhao Luo; Xiaoying Tang 001 (ISBI, 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)

AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. - Junyan Lyu; Yiqi Zhang; Yijin Huang; Li Lin 006; Pujin Cheng; Xiaoying Tang 001 (IEEE Trans. Medical Imaging, 2022)

PRIOR: Prototype Representation Joint Learning from Medical Images and Reports. - Pujin Cheng; Li Lin 006; Junyan Lyu; Yijin Huang; Wenhan Luo; Xiaoying Tang 001 (ICCV, 2023)

TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction. - Linfeng Liu; Junyan Lyu; Siyu Liu 002; Xiaoying Tang 001; Shekhar S. Chandra; Fatima A. Nasrallah (ISBI, 2023)

Learning Ontology-Based Hierarchical Structural Relationship for Whole Brain Segmentation. - Junyan Lyu; Pengxiao Xu; Fatima A. Nasrallah; Xiaoying Tang 001 (MICCAI (4), 2023)

Prior Guided 3D Medical Image Landmark Localization. - Yijie Pang; Pujin Cheng; Junyan Lyu; Fan Lin; Xiaoying Tang 001 (MIDL, 2023)

Super-Resolution on Rotationally Scanned Photoacoustic Microscopy Images Incorporating Scanning Prior. - Kai Pan; Linyang Li; Li Lin 006; Pujin Cheng; Junyan Lyu; Lei Xi; Xiaoying Tang 001 (CoRR, 2023)

autoSMIM: Automatic Superpixel-Based Masked Image Modeling for Skin Lesion Segmentation. - Zhonghua Wang; Junyan Lyu; Xiaoying Tang 001 (IEEE Trans. Medical Imaging, 2023)

Masked Modality Complementary Modeling for Brain Tumor Segmentation. - Jianwen Liang; Li Lin 006; Junyan Lyu; Xiaoying Tang 001 (BIBM, 2024)

Joint Super-Resolution and Modality Translation Network for Multi-Contrast Arbitrary-Scale Isotropic MRI Reconstruction. - Kai Pan; Li Lin 006; Pujin Cheng; Junyan Lyu; Xiaoying Tang 001 (BIBM, 2024)

LDDMM-Face: Large deformation diffeomorphic metric learning for cross-annotation face alignment. - Huilin Yang; Junyan Lyu; Pujin Cheng; Roger C. Tam; Xiaoying Tang 001 (Pattern Recognit., 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., 2024)

SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy Grading. - Yijin Huang; Junyan Lyu; Pujin Cheng; Roger C. Tam; Xiaoying Tang 001 (IEEE J. Biomed. Health Informatics, 2024)

Braineditor: Structure-Disentangled Brain MRI Synthesis via Natural Language Prompted Diffusion Image Editing. - Jialin Li; Dong Wei 004; Jiaming Qiu; Yiwei Ren; Pujin Cheng; Junyan Lyu; Terry Tao Ye; Yefeng Zheng 001; Xiaoying Tang 001 (ISBI, 2025)

SET: Superpixel Embedded Transformer for skin lesion segmentation. - Zhonghua Wang; Junyan Lyu; Xiaoying Tang 001 (Medical Image Anal., 2025)

Advanced and interpretable corneal staining assessment through fine grained knowledge distillation. - 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; et al. (npj Digit. Medicine, 2025)

LF-SynthSeg: Label-Free Brain Tissue-Assisted Tumor Synthesis and Segmentation. - Pengxiao Xu; Junyan Lyu; Li Lin 006; Pujin Cheng; Xiaoying Tang 001 (IEEE J. Biomed. Health Informatics, 2025)

Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training. - Junyan Lyu; Perry F. Bartlett; Fatima A. Nasrallah; Xiaoying Tang 001 (IEEE Trans. Medical Imaging, 2025)