Jianyang Xie - Publications, H-index & Citations

Jianyang Xie

university of liverpool

13H指数

64论文数

858被引数

收录论文 18

发表时间

Beyond Correlation: Causal Intervention for Multi-Label Medical Image Diagnosis 超越相关性：多标签医学图像诊断的因果干预

IEEE Transactions on Medical Imaging

IF9.8

2026-05-29

PREAI

Jianyang Xie; Yitian Zhao; Xiuju Chen; Yanda Meng; He Zhao; Uazman Alam; Xiaoxin Li; Yalin Zheng

tHPM-LDM: Integrating Individual Historical Record with Population Memory in Latent Diffusion-Based Glaucoma Forecasting tHPM-LDM：在潜在扩散模型基础上进行青光眼预测时整合个体历史记录与群体记忆

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT I

IF0

2026-01-01

PREAI

Fan, Yuheng; Xie, Jianyang; Luo, Yimin; Meng, Yanda; Madhusudhan, Savita; Lip, Gregory Y. H.; Cheng, Li; Zheng, Yalin; Zhao, He

A Frequency-Aware Self-supervised Learning for Ultra-Wide-Field Image Enhancement 频域感知的自监督学习用于超广域图像增强

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIII

IF0

2026-01-01

PREAI

Liao, Weicheng; Chen, Zan; Xie, Jianyang; Zheng, Yalin; Ma, Yuhui; Zhao, Yitian

NeiRNet: Neighborhood regularized network for retinal artery and vein classification in ultra-wide-field imaging NeiRNet：用于超广域成像中视网膜动脉和静脉分类的邻域正则化网络

Biomedical Signal Processing and Control

IF4.9

2025-09-17

PREAI

Lei Mou; Yuanyuan Gu; Yonghuai Liu; Jianyang Xie; Yalin Zheng; Yitian Zhao

3D microvascular reconstruction in retinal OCT angiography images via domain-adaptive learning 通过领域自适应学习实现视网膜OCT血管造影图像的3D微血管重建

PATTERN RECOGNITION

IF7.6

2025-04-24

PREAI

Zhang, Jiong; Yu, Shuai; Liu, Yonghuai; Zhang, Dan; Xie, Jianyang; Chen, Tao; Zheng, Yalin

Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment

MEDICAL IMAGE ANALYSIS

IF11.8

2024-07-01

OAAI

Meng, Yanda; Zhang, Yuchen; Xie, Jianyang; Duan, Jinming; Joddrell, Martha; Madhusudhan, Savita; Peto, Tunde; Zhao, Yitian; Zheng, Yalin

Dynamic Semantic-Based Spatial-Temporal Graph Convolution Network for Skeleton-Based Human Action Recognition 基于动态语义时空图卷积网络的人体骨架动作识别

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2024-01-01

PREAI

Xie, Jianyang; Meng, Yanda; Zhao, Yitian; Nguyen, Anh; Yang, Xiaoyun; Zheng, Yalin

Deep segmentation of OCTA for evaluation and association of changes of retinal microvasculature with Alzheimer's disease and mild cognitive impairment

BRITISH JOURNAL OF OPHTHALMOLOGY

IF3.5

2023-01-03

OAAI

Xie, Jianyang; Yi, Quanyong; Wu, Yufei; Zheng, Yalin; Liu, Yonghuai; Macerollo, Antonella; Fu, Huazhu; Xu, Yanwu; Zhang, Jiong; Behera, Ardhendu; Fan, Chenlei; Frangi, Alejandro F.; Liu, Jiang; Lu, Qinkang; Qi, Hong; Zhao, Yitian

Differences in retinal microvasculature between large artery atherosclerosis and small artery disease: an optical coherence tomography angiography study

FRONTIERS IN AGING NEUROSCIENCE

IF4.5

2022-12-23

OAAI

Lu, Kun; Kwapong, William Robert; Jiang, Shuai; Zhang, Xuening; Xie, Jianyang; Ye, Chen; Yan, Yuying; Cao, Le; Zhao, Yitian; Wu, Bo

Retinal microvasculature and imaging markers of brain frailty in normal aging adults 正常老年人的视网膜微血管和脑衰弱的影像学标记

FRONTIERS IN AGING NEUROSCIENCE

IF4.5

2022-08-22

OAAI

Tao, Wendan; Kwapong, William Robert; Xie, Jianyang; Wang, Zetao; Guo, Xiaonan; Liu, Junfeng; Ye, Chen; Wu, Bo; Zhao, Yitian; Liu, Ming

Automatic Sequence-Based Network for Lung Diseases Detection in Chest CT

FRONTIERS IN ONCOLOGY

IF3.3

2021-12-02

OAAI

Hao, Jinkui; Xie, Jianyang; Liu, Ri; Hao, Huaying; Ma, Yuhui; Yan, Kun; Liu, Ruirui; Zheng, Yalin; Zheng, Jianjun; Liu, Jiang; Zhang, Jingfeng; Zhao, Yitian

Outer Retinal Layer Thickness Changes in White Matter Hyperintensity and Parkinson's Disease

FRONTIERS IN NEUROSCIENCE

IF3.2

2021-09-14

OAAI

Zhao, Yitian; Zhao, Jinyu; Gu, Yuanyuan; Chen, Bang; Guo, Jiaqi; Xie, Jianyang; Yan, Qifeng; Ma, Yuhui; Wu, Yufei; Zhang, Jiong; Lu, Qinkang; Liu, Jiang

Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy (vol 39, pg 2725, 2020)

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-11-01

OAAI

Zhao, Yitian; Zhang, Jiong; Pereira, Ella; Zheng, Yalin; Su, Pan; Xie, Jianyang; Zhao, Yifan; Shi, Yonggang; Qi, Hong; Liu, Jiang; Liu, Yonghuai

Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-09-01

OAAI

Zhao, Yitian; Zhang, Jiong; Pereira, Ella; Zheng, Yalin; Su, Pan; Xie, Jianyang; Zhao, Yifan; Shi, Yonggang; Qi, Hong; Liu, Jiang; Liu, Yonghuai

Corneal nerve tortuosity grading via ordered weighted averaging-based feature extraction

MEDICAL PHYSICS

IF3.2

2020-08-28

OAAI

Su, Pan; Chen, Tianhua; Xie, Jianyang; Zheng, Yalin; Qi, Hong; Borroni, Davide; Zhao, Yitian; Liu, Jiang

Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-02-01

OAAI

Zhao, Yitian; Liu, Yonghuai; Xie, Jianyang; Zhang, Huaizhong; Zheng, Yalin; Zhao, Yifan; Qi, Hong; Zhao, Yangchun; Su, Pan; Liu, Jiang

A Density and Reliability Guided Aggregation for the Assessment of Vessels and Nerve Fibres Tortuosity

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Su, Pan; Chen, Tianhua; Xie, Jianyang; Ma, Baikai; Qi, Hong; Liu, Jiang; Zhao, Yitian

Retinal vascular segmentation using superpixel-based line operator and its application to vascular topology estimation 基于超像素线算子的视网膜血管分割及其在血管拓扑估计中的应用

MEDICAL PHYSICS

IF3.2

2018-05-23

OAAI

Na, Tong; Xie, Jianyang; Zhao, Yitian; Zhao, Yifan; Liu, Yue; Wang, Yongtian; Liu, Jiang

研究方向