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周

周瑜琨 (Yukun Zhou)

Moorfields Eye Hospital NHS Foundation Trust

23H-index
150Paper Count
2.5KCitation Count
Published Papers 57
Publication Date
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High-accuracy retinal age prediction via fundus-based multitask learning reveals the effect of systemic disease
errCommunications Medicine
IF6.3
err2026-04-08
err0
errOAAI
errTakahiro Ninomiya; Akiko Hanyuda; Naoki Kiyota; Parmanand Sharma; Yukun Zhou; Siegfried K. Wagner; Keita Suzuki; Takanari Nozaki; Takehiro Miya; Naoki Takahashi; Kazuko Omodaka; Noriko Himori; Yoichi Ichikawa; Pearse A. Keane; Toru Nakazawa
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Benchmarking real-world medical image classification with noisy labels: Challenges, practice, and outlook
errPattern Recognition
IF7.6
err2026-04-04
err0
errOAAI
errYuan Ma; Junlin Hou; Chao Zhang; Yukun Zhou; Zongyuan Ge; Haoran Xie; Lie Ju
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errSave
AI framework for multidisease detection via retinal imaging
errNature Medicine
IF50
err2026-04-01
err0
PREAI
errZhang, Xiayin; Li, Qinyi; Liang, Yinhao; Lai, Chunran; Cao, Jiahui; Feng, Yangqin; Hu, Wenyi; Jiang, Hongyang; Liu, Chunxin; Zhang, Feng; Wang, Shan; Fang, Ying; Duojie, Cuomu; Hu, Lumei; Xu, Fan; Chi, Kaiyi; Lin, Miao; Li, Li; Tham, Yih Chung; Zhou, Yukun; Cheung, Carol Y.; Yang, Xiaohong; Sheng, Bin; Zhu, Zhuoting; Cheng, Ching-Yu; Ng, Wing W. Y.; Yu, Honghua
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errSave
Understanding pre-training data effects in retinal foundation models using two large fundus cohorts
errNature Communications
IF15.7
err2026-02-28
err0
errOAAI
errYukun Zhou; Zheyuan Wang; Yilan Wu; Ariel Yuhan Ong; Siegfried K. Wagner; Eden Ruffell; Mark A. Chia; Zhouyu Guan; Lie Ju; Justin Engelmann; David A. Merle; Tingyao Li; Jia Shu; Paul Nderitu; Ke Zou; Jocelyn Hui Lin Goh; Qingshan Hou; Xiaoxuan Liu; Yaxing Wang; Yih Chung Tham; Andre Altmann; Carol Y. Cheung; Daniel C. Alexander; Eric J. Topol; Alastair K. Denniston; Tien Yin Wong; Bin Sheng; Pearse A. Keane
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errSave
A computationally frugal, open-source chest CT foundation model for thoracic disease detection in lung cancer screening programmes
errCommunications Medicine
IF6.3
err2026-02-04
err0
errOAAI
errNiccolò McConnell; Pardeep Vasudev; Daisuke Yamada; Daryl Cheng; Mehran Azimbagirad; John McCabe; Shahab Aslani; Ahmed H. Shahin; Yukun Zhou; Andre Altmann; Yipeng Hu; Paul Taylor; Sam M. Janes; Daniel C. Alexander; Joseph Jacob
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errSave
Research on the Mechanism of Digital Economy Promoting Resilient Community Construction - Empirical Evidence Based on China's Provincial Panel Data
errDATA INFORMATION IN ONLINE ENVIRONMENTS, DIONE 2024
IF0
err2026-01-01
err0
PREAI
errMa, Lizhi; Zhou, Yukun; Yang, Xuying
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errSave
Delving Into Out-of-Distribution Detection with Medical Vision-Language Models
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT V
IF0
err2026-01-01
err0
PREAI
errJul, Lie; Zhou, Sijin; Zhou, Yukun; Lu, Huimin; Zhu, Zhuoting; Keane, Pearse A.; Ge, Zongyuan
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errSave
A systematic review of vision and vision-language foundation models in ophthalmology
errAdvances in Ophthalmology Practice and Research
IF3.4
err2025-12-01
err0
errOAAI
errJin, Kai; Yu, Tao; Ying, Gui-shuang; Ge, Zongyuan; Li, Kelvin Zhenghao; Zhou, Yukun; Shi, Danli; Wang, Meng; Goktas, Polat; Grzybowski, Andrzej
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errSave
A Real-World Comparison of Three Deep Learning Systems for Diabetic Retinopathy in Remote Australia
errDiabetology
IF2.2
err2025-12-01
err0
PREAI
errDrinkwater, Jocelyn J.; Li, Qiang; Woods, Kerry; Douglas, Emma; Chia, Mark; Zhou, Yukun; Bartnik, Steve; Shah, Yachana; Shah, Vaibhav; Keane, Pearse A.; Turner, Angus W.
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errSave
Understanding the robustness of vision-language models to medical image artefacts
errnpj Digital Medicine
IF15.1
err2025-11-27
err0
errOAAI
errZijie Cheng; Ariel Yuhan Ong; Siegfried K. Wagner; David A. Merle; Lie Ju; Hanyuan Zhang; Ruinian Chen; Linze Pang; Boxuan Li; Tiantian He; Anran Ran; Hongyang Jiang; Dawei Gabriel YANG; Ke Zou; Jocelyn Hui Lin Goh; Sahana Srinivasan; Andre Altmann; Daniel C. Alexander; Carol Y. Cheung; Yih Chung Tham; Pearse A. Keane; Yukun Zhou
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errSave
Metabolic Pathways Involved in Retinal Angiogenesis: Molecular Mechanisms and Therapeutic Targets
errExperimental Eye Research
IF2.7
err2025-11-14
err0
PREAI
errMin Zhao; Hui-Min Zhu; Yu-Kun Zhou; Zheng Nie; Yong-Xuan Liu; Meng-Zhu Wang; Wen Zhou; Rui Zhang; Wei Shen
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errSave
Broadband ventilation acoustic barrier based on a resonant metasurface
errJapanese Journal of Applied Physics
IF1.8
err2025-10-01
err0
PREAI
errZhou, Yukun; Zhang, Xueyong
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errSave
Study on mechanical hammer forming and surface layer properties of 7075 aluminum alloy thin-walled parts
errInternational Journal of Material Forming
IF2.6
err2025-09-26
err0
PREAI
errNa Fu; Xiaohui Lin; Yukun Zhou; Mingwei Chen
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errSave
Quantitative retinal morphology and mortality in individuals with proliferative diabetic retinopathy: a retrospective cohort study in a large real-world population
errBMJ OPEN
IF2.3
err2025-09-09
err0
errOAAI
errKhan, Abdullah Zafar; Ribeiro Reis, Ana Paula; Olvera-Barrios, Abraham; Zhou, Yukun; Williamson, Dominic J.; Struyyen, Robbert R.; Khalid, Hagar; Egan, Catherine; Denniston, Alastair K.; Keane, Pearse A.; Wagner, Siegfried K.
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errSave
Can a Natural Image-Based Foundation Model Outperform a Retina-Specific Model in Detecting Ocular and Systemic Diseases?
errOphthalmology Science
IF4.6
err2025-08-27
err0
errOAAI
errQingshan Hou; Yukun Zhou; Jocelyn Hui Lin Goh; Ke Zou; Samantha Min Er Yew; Sahana Srinivasan; Meng Wang; Thaddaeus Lo; Xiaofeng Lei; Siegfried K. Wagner; Mark A. Chia; Gabriel Dawei Yang; Hongyang Jiang; AnRan Ran; Rui Santos; Gabor Mark Somfai; Juan Helen Zhou; Haoyu Chen; Qingyu Chen; Carol Yim-Lui Cheung; Pearse A. Keane; Yih Chung Tham
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errSave
Gut microbiota as a predictive tool for outcomes in IgA nephropathy
errRenal Failure
IF3
err2025-07-09
err0
errOAAI
errYijun Dong; Ge Yan; Yiding Zhang; Yukun Zhou; Jin Shang
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errSave
Beyond elemental intrinsic characteristics: ΔHmixB−F-driven solid solution phase structure modeling in HEAs
errIntermetallics
IF4.8
err2025-05-24
err0
PREAI
errK.X. Yin; Y. Yiliti; S.T. Li; C.Y. Zhang; Y.K. Zhou; H.F. Zhang; Z.W. Zhu
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errSave
A practical distribution pattern of α-SMA-positive carcinoma associated fibroblasts indicates poor prognosis of patients with pancreatic ductal adenocarcinoma
errTRANSLATIONAL ONCOLOGY
IF4.1
err2025-02-01
err0
errOAAI
errLi, Bo; Shi, Meilong; Wang, Yang; Li, Penghao; Yin, Xiaoyi; Zhang, Guoxiao; Kang, Xiaochao; Wang, Huan; Gao, Suizhi; Zheng, Kailian; Shi, Xiaohan; Xu, Xiongfei; Zhou, Yukun; Jiang, Hui; Jing, Wei; Guo, Shiwei; Jin, Gang
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errSave
Bioinspired surface modification of AZ31 Mg alloy with cellulose-derivative HPMC: Enhancing corrosion protection with biocompatibility
errSURFACE & COATINGS TECHNOLOGY
IF6.1
err2025-01-01
err0
PREAI
errAyaz, Zainab; Gong, Yanli; Jiang, Yehao; Zhou, Lili; Zhou, Yukun; Liang, Wenlang; Zhao, Ansha; Jing, Fengjuan; Akhavan, Behnam; Leng, Y. X.
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errSave
Independent Evaluation of RETFound Foundation Model's Performance on Optic Nerve Analysis Using Fundus Photography
errOPHTHALMOLOGY SCIENCE
IF4.6
err2025-01-01
err0
errOAAI
errChen, Maggie S.; Ravindranath, Rohith; Chang, Robert; Zhou, Yukun; Keane, Pearse A.; Wang, Sophia Y.
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Research Directions

核反应堆热工水力计算和核电厂严重事故分析
Co-authors
Cooperation Journals
T
Tien Yin Wong
H-index: 208 · Papers: 3.1K
E
Eric J. Topol
H-index: 202 · Papers: 1.7K
G
Guibin Jiang
H-index: 124 · Papers: 1.5K
C
Ching‐Yu Cheng
H-index: 115 · Papers: 1.1K
D
Daniel C. Alexander
H-index: 93 · Papers: 1.0K
View more