Junyan Lyu

553 total citations
23 papers, 205 citations indexed

About

Junyan Lyu is a scholar working on Radiology, Nuclear Medicine and Imaging, Ophthalmology and Computer Vision and Pattern Recognition. According to data from OpenAlex, Junyan Lyu has authored 23 papers receiving a total of 205 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Radiology, Nuclear Medicine and Imaging, 7 papers in Ophthalmology and 6 papers in Computer Vision and Pattern Recognition. Recurrent topics in Junyan Lyu's work include Retinal Imaging and Analysis (9 papers), Retinal Diseases and Treatments (4 papers) and Digital Imaging for Blood Diseases (3 papers). Junyan Lyu is often cited by papers focused on Retinal Imaging and Analysis (9 papers), Retinal Diseases and Treatments (4 papers) and Digital Imaging for Blood Diseases (3 papers). Junyan Lyu collaborates with scholars based in China, Australia and Hong Kong. Junyan Lyu's co-authors include Xiaoying Tang, Pujin Cheng, Yijin Huang, Li Lin, Xiaoying Tang, Roger Tam, Jin Yuan, Haixiang Huang, Wenhan Luo and Yuqing Deng and has published in prestigious journals such as IEEE Transactions on Medical Imaging, Pattern Recognition and Frontiers in Neuroscience.

In The Last Decade

Junyan Lyu

20 papers receiving 199 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Junyan Lyu China 8 132 73 67 51 21 23 205
Xiangshang Zheng China 5 80 0.6× 52 0.7× 36 0.5× 42 0.8× 19 0.9× 5 153
Zunjie Xiao China 10 169 1.3× 91 1.2× 86 1.3× 37 0.7× 36 1.7× 17 221
Pujin Cheng China 9 170 1.3× 97 1.3× 82 1.2× 60 1.2× 24 1.1× 23 229
Jeong Gi Seo South Korea 5 281 2.1× 97 1.3× 205 3.1× 45 0.9× 28 1.3× 6 330
Hina Raja United States 9 216 1.6× 53 0.7× 145 2.2× 55 1.1× 27 1.3× 21 295
Xiaodong He China 4 127 1.0× 94 1.3× 58 0.9× 53 1.0× 18 0.9× 7 209
Guangzhou An Japan 7 324 2.5× 94 1.3× 251 3.7× 37 0.7× 50 2.4× 10 387
Cristina González-Gonzalo Netherlands 6 247 1.9× 41 0.6× 202 3.0× 57 1.1× 22 1.0× 12 326
Saad Khan United Kingdom 5 157 1.2× 22 0.3× 111 1.7× 37 0.7× 16 0.8× 7 263

Countries citing papers authored by Junyan Lyu

Since Specialization
Citations

This map shows the geographic impact of Junyan Lyu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Junyan Lyu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Junyan Lyu more than expected).

Fields of papers citing papers by Junyan Lyu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Junyan Lyu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Junyan Lyu. The network helps show where Junyan Lyu may publish in the future.

Co-authorship network of co-authors of Junyan Lyu

This figure shows the co-authorship network connecting the top 25 collaborators of Junyan Lyu. A scholar is included among the top collaborators of Junyan Lyu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Junyan Lyu. Junyan Lyu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Deng, Yuqing, Pujin Cheng, Hongliang Xue, et al.. (2025). Advanced and interpretable corneal staining assessment through fine grained knowledge distillation. npj Digital Medicine. 8(1). 303–303. 2 indexed citations
2.
Lyu, Junyan, et al.. (2025). SET: Superpixel Embedded Transformer for skin lesion segmentation. Medical Image Analysis. 105. 103738–103738. 1 indexed citations
3.
Lyu, Junyan, et al.. (2024). LF-SynthSeg: Label-Free Brain Tissue-Assisted Tumor Synthesis and Segmentation. IEEE Journal of Biomedical and Health Informatics. 29(2). 1101–1112. 3 indexed citations
4.
5.
Lyu, Junyan, et al.. (2024). LDDMM-Face: Large deformation diffeomorphic metric learning for cross-annotation face alignment. Pattern Recognition. 154. 110569–110569. 1 indexed citations
6.
Lyu, Junyan, Perry F. Bartlett, Fatima Nasrallah, & Xiaoying Tang. (2024). Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training. IEEE Transactions on Medical Imaging. 44(3). 1596–1607.
7.
Huang, Yijin, Li Lin, Pujin Cheng, et al.. (2023). Identifying the Key Components in ResNet-50 for Diabetic Retinopathy Grading from Fundus Images: A Systematic Investigation. Diagnostics. 13(10). 1664–1664. 19 indexed citations
8.
Sun, Fuhai, et al.. (2023). Accurate measurement of magnetic resonance parkinsonism index by a fully automatic and deep learning quantification pipeline. European Radiology. 33(12). 8844–8853. 2 indexed citations
9.
Lyu, Junyan, Perry F. Bartlett, Fatima Nasrallah, & Xiaoying Tang. (2023). Toward hippocampal volume measures on ultra-high field magnetic resonance imaging: a comprehensive comparison study between deep learning and conventional approaches. Frontiers in Neuroscience. 17. 1238646–1238646. 3 indexed citations
10.
Cheng, Pujin, Li Lin, Junyan Lyu, et al.. (2023). PRIOR: Prototype Representation Joint Learning from Medical Images and Reports. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 21304–21314. 28 indexed citations
11.
Lyu, Junyan, et al.. (2023). autoSMIM: Automatic Superpixel-Based Masked Image Modeling for Skin Lesion Segmentation. IEEE Transactions on Medical Imaging. 42(12). 3501–3511. 18 indexed citations
12.
Lyu, Junyan, et al.. (2022). AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. IEEE Transactions on Medical Imaging. 41(12). 3699–3711. 41 indexed citations
13.
Wang, Zhonghua, Junyan Lyu, Wenhao Luo, & Xiaoying Tang. (2022). Superpixel Inpainting For Self-Supervised Skin Lesion Segmentation from Dermoscopic Images. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI). 1–4. 6 indexed citations
14.
Huang, Yijin, Li Lin, Pujin Cheng, et al.. (2022). Identifying the Key Components in ResNet-50 for Diabetic Retinopathy Grading from Fundus Images: A Systematic Investigation. SSRN Electronic Journal. 7 indexed citations
15.
Cheng, Pujin, Li Lin, Yijin Huang, Junyan Lyu, & Xiaoying Tang. (2021). Prior Guided Fundus Image Quality Enhancement Via Contrastive Learning. 521–525. 9 indexed citations
16.
Lyu, Junyan, et al.. (2020). The SUSTech-SYSU dataset for automatically segmenting and classifying corneal ulcers. Scientific Data. 7(1). 23–23. 32 indexed citations
17.
Cheng, Pujin, Junyan Lyu, Yijin Huang, & Xiaoying Tang. (2020). Probability distribution guided optic disc and cup segmentation from fundus images. PubMed. 2020. 1976–1979. 4 indexed citations
18.
19.
Huang, Yijin, et al.. (2019). Diabetic retinopathy detection algorithm based on transfer learning. Zhonghua shiyan yanke zazhi. 37(8). 603–607.
20.
Zhang, Yue, Jiong Wu, Wanli Chen, et al.. (2019). Fully Automatic White Matter Hyperintensity Segmentation using U-net and Skip Connection. PubMed. 2019. 974–977. 7 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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