Xi Ouyang

3.5k citations

74 papers · 2.6k · 1 hit paper · h-index 22

Impact in

Health Informatics top 1%
Radiological and Ultrasound Technology top 0.5%
- Occupational Health and Safety Research

Papers in

Radiology, Nuclear Medicine and Imaging 19
- Radiomics and Machine Learning in Medical Imaging 16
- COVID-19 diagnosis using AI 6
Computer Vision and Pattern Recognition 16
- Medical Image Segmentation Techniques 4

Co-authors: Weili Fang (2 shared papers)Peter E.D. Love (2 shared papers)Hanbin Luo (2 shared papers)Botao Zhong (1 shared paper)Lieyun Ding (1 shared paper)Pan Zhou (3 shared papers)Qian Wang (11 shared papers)Dinggang G. Shen (19 shared papers)
Journals: IEEE Transactions on Medical Imaging (4 papers)Automation in Construction (2 papers)Medical Image Analysis (2 papers)Neuroscience (2 papers)Journal of Material Science and Technology (2 papers)
Partner nations: China United States United Kingdom

In The Last Decade

Xi Ouyang

73 papers receiving 2.5k citations

Xi Ouyang's Hit Papers

align trajectories log scale

A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory 2017 · 403 citations

What are hit papers?

Paper score: A paper's citations measured against the top-1% bar of its own field and year: the square root of citations ÷ bar, so 1 means right at the bar and 2 means four times its citations. The bar blends the citation counts that enter the top 1% of the paper's subfields in its year (weighted 89.5%), of those subfields over all years (0.5%) and of its year across all fields (10%); a subfield and year with fewer than 400 papers takes its year's bar. Papers from 2026 are not scored yet: in an unfinished year, when a paper appeared matters more than how it is cited.

Hit paper: A paper cited at least 1.5× the top-1% bar of its field and year: a paper score of at least √1.5.

2017 Automation in Construction

Peers

Countries citing papers authored by Xi Ouyang

Since Specialization

Citations

This map shows the geographic impact of Xi Ouyang'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 Xi Ouyang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xi Ouyang more than expected).

Fields of papers citing papers by Xi Ouyang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xi Ouyang. 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 Xi Ouyang. The network helps show where Xi Ouyang may publish in the future.

Co-authors

The 25 scholars most cited alongside Xi Ouyang, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Xi Ouyang Line = papers co-authored together Xi Ouyang links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 74 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory Automation in Construction ·Lieyun Ding, Weili Fang, Hanbin Luo, Peter E.D. Love, Botao Zhong, Xi Ouyang Hit paper breakdown →	2017	403
2	Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia IEEE Transactions on Medical Imaging ·Xi Ouyang, Jiayu Huo, Liming Xia, Fei Shan, Zhanhao Mo, Fuhua Yan, Zhongxiang Ding, Qi Yang	2020	292
3	Sentiment Analysis Using Convolutional Neural Network Xi Ouyang, Pan Zhou, Cheng Hua Li, Lijun Liu	2015	175
4	Convolutional neural networks: Computer vision-based workforce activity assessment in construction Automation in Construction ·Hanbin Luo, Chaohua Xiong, Weili Fang, Peter E.D. Love, Bowen Zhang, Xi Ouyang	2018	171
5	Rapid eye movement sleep deprivation selectively impairs recall of fear extinction in hippocampus-independent tasks in rats Neuroscience ·Juan Fu, P. Li, Xi Ouyang, Chufeng Gu, Zeng Song, Jun Gao, Li Han, Shaolong Feng	2006	114
6	1 H NMR-based metabolomic study of metabolic profiling for systemic lupus erythematosus Lupus ·Xi Ouyang, Yong Dai, JL Wen, LX Wang	2011	112
7	Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis IEEE Transactions on Medical Imaging ·Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie‐Zhi Cheng	2020	101
8	MSC-derived exosomes ameliorate erectile dysfunction by alleviation of corpus cavernosum smooth muscle apoptosis in a rat model of cavernous nerve injury Stem Cell Research & Therapy ·Xi Ouyang, Xiaoyan Han, Zehong Chen, Jiafeng Fang, Xuna Huang, Hong-bo Wei	2018	88
9	Interactive computer-aided diagnosis on medical image using large language models Communications Engineering ·Sheng Wang, Zihao Zhao, Xi Ouyang, Tianming Liu, Qian Wang, Dinggang G. Shen	2024	86
10	Research on the antitumor effect of ginsenoside Rg3 in B16 melanoma cells Melanoma Research ·Junxia Chen, Huimin Peng, Xi Ouyang, Xiaoyan He	2008	85
11	Audio-visual emotion recognition using deep transfer learning and multiple temporal models Xi Ouyang, Shigenori Kawaai, Ester Gue Hua Goh, Shengmei Shen, Wan Ding, Huaiping Ming, Dongyan Huang	2017	69
12	SAANet: Siamese action-units attention network for improving dynamic facial expression recognition Neurocomputing ·Daizong Liu, Xi Ouyang, Shuangjie Xu, Pan Zhou, Kun He, Shiping Wen	2020	62
13	Let‐7a elevates p21WAF1 levels by targeting of NIRF and suppresses the growth of A549 lung cancer cells FEBS Letters ·Xiao-yan He, Changzhu Duan, Junxia Chen, Xi Ouyang, Zheng Zhang, Chunlei Li, Huimin Peng	2009	59
14	Transplantation of induced pluripotent stem cell-derived mesenchymal stem cells improved erectile dysfunction induced by cavernous nerve injury Theranostics ·Zehong Chen, Xiaoyan Han, Xi Ouyang, Jiafeng Fang, Xuna Huang, Hong-bo Wei	2019	58
15	A 3D-CNN and LSTM Based Multi-Task Learning Architecture for Action Recognition IEEE Access ·Xi Ouyang, Shuangjie Xu, Chaoyun Zhang, Pan Zhou, Yang Yang, Guanghui Liu, Xuelong Li	2019	56
16	ZipNet-GAN Edinburgh Research Explorer (University of Edinburgh) ·Chaoyun Zhang, Xi Ouyang, Paul Patras	2017	53
17	Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection Yan Xu, Xi Ouyang, Yu Cheng, Shining Yu, Lin Xiong, Choon-Ching Ng, Sugiri Pranata, Shengmei Shen	2018	32
18	GAN-Guided Deformable Attention Network for Identifying Thyroid Nodules in Ultrasound Images IEEE Journal of Biomedical and Health Informatics ·Jintao Lu, Xi Ouyang, Xueda Shen, Tianjiao Liu, Zhiming Cui, Qian Wang, Dinggang G. Shen	2022	32
19	Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning Lecture notes in computer science ·Zheren Li, Zhiming Cui, Sheng Wang, Yuji Qi, Xi Ouyang, Qitian Chen, Yuezhi Yang, Zhong Xue	2021	30
20	Image synthesis with disentangled attributes for chest X-ray nodule augmentation and detection Medical Image Analysis ·Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie‐Zhi Cheng, Dinggang G. Shen, Qian Wang	2022	24

About Xi Ouyang

Xi Ouyang is a scholar working on Radiology, Nuclear Medicine and Imaging, Computer Vision and Pattern Recognition, Artificial Intelligence, Health Informatics and Molecular Biology, having authored 74 papers that have together received 2.6k indexed citations. Recurring topics across this work include Radiomics and Machine Learning in Medical Imaging (16 papers), AI in cancer detection (11 papers), COVID-19 diagnosis using AI (6 papers), RNA modifications and cancer (4 papers), Artificial Intelligence in Healthcare and Education (4 papers), Lung Cancer Diagnosis and Treatment (4 papers), Sexual function and dysfunction studies (4 papers) and Medical Image Segmentation Techniques (4 papers). The work is most often cited by research in Health Informatics (109 citations), Radiological and Ultrasound Technology (276 citations), Radiology, Nuclear Medicine and Imaging (449 citations), Artificial Intelligence (699 citations) and Computer Vision and Pattern Recognition (365 citations). Xi Ouyang has collaborated with scholars based in China, United States and United Kingdom. Frequent co-authors include Weili Fang, Peter E.D. Love, Hanbin Luo, Botao Zhong, Lieyun Ding, Pan Zhou, Qian Wang, Dinggang G. Shen, Lijun Liu and Junxia Chen. Their work appears in journals such as IEEE Transactions on Medical Imaging, Automation in Construction, Medical Image Analysis, Neuroscience and Journal of Material Science and Technology.

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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Xi Ouyang

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Xi Ouyang

Xi Ouyang's Hit Papers

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Fields of papers citing papers by Xi Ouyang

All Works

About Xi Ouyang

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