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S

Siegfried K. Wagner

Institute of Ophthalmology
H指数:30
被引数:5,980

个人简介

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荣誉奖项

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Artificial intelligence–based retinal imaging for brain health assessment: a scoping review

基于人工智能的视网膜成像用于脑健康评估：一项范围综述

Lancet Digital Health
IF24.1
2026-06-150
OAAI
An Ran Ran; Zhuoting Zhu; Kelly H L Cheng; Chak Fung Ng; Oscar Yui Ming Choi; Qinghua He; Chunwen Zheng; Wenyi Hu; Xiaoyan Hu; Victor T T Chan; Alvin L Young; Kunliang Qiu; Malvina B Eydelman; T Y Alvin Liu; Ching-Yu Cheng; Yih Chung Tham; Dan Milea; Siegfried K Wagner; Pearse A Keane; Clement C Tham
High-accuracy retinal age prediction via fundus-based multitask learning reveals the effect of systemic disease

基于眼底图像的多任务学习实现高精度视网膜年龄预测，揭示了系统性疾病的效应

Communications Medicine
IF6.3
2026-04-080
OAAI
Takahiro 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
Understanding pre-training data effects in retinal foundation models using two large fundus cohorts

通过两个大型眼底队列理解视网膜基础模型中的预训练数据效应

Nature Communications
IF15.7
2026-02-280
OAAI
Yukun 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
Understanding the robustness of vision-language models to medical image artefacts

理解视觉语言模型对医学图像伪影的鲁棒性

npj Digital Medicine
IF15.1
2025-11-270
OAAI
Zijie 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
Epidemiology, clinical features, and visual outcomes after intraocular foreign body removal: an IRIS® Registry (Intelligent Research in Sight) Analysis

流行病学、临床特征及眼内异物取出后的视觉预后：一项IRIS®注册系统（Intelligent Research in Sight）分析

Ophthalmology Retina
IF5.7
2025-11-140
OAAI
Ariel Yuhan Ong; Eric A. Goldberg; William C. Kearney; Connor Ross; Caroline Awh; David A. Merle; Siegfried K. Wagner; Robbert R. Struyven; Pearse A. Keane; Tobias Elze; Joan W. Miller; Alice Lorch; Lucia Sobrin; Ines Lains
Optic disc morphometrics as a potential ocular biomarker for depression: evidence from two cross-sectional cohort studies

视盘形态测量作为抑郁的潜在眼部生物标志物：来自两项横断面队列研究的证据

Translational Psychiatry
IF6.2
2025-10-310
OA
Xiayin Zhang; Shan Wang; Yan Wang; Fujun Jia; Siegfried K. Wagner; Yujie Wang; Qinyi Li; Anran Ran; Cong Li; Jiahui Cao; Yuan Yang; Yijun Hu; Lei Liu; Carol Y. Cheung; Pearse A. Keane; Ching-Yu Cheng; Xiaohong Yang; Zhuoting Zhu; Honghua Yu
Quantitative retinal morphology and mortality in individuals with proliferative diabetic retinopathy: a retrospective cohort study in a large real-world population

定量视网膜形态学与增生性糖尿病视网膜病变患者死亡率：一项大规模真实世界人群的回顾性队列研究

BMJ OPEN
IF2.3
2025-09-090
OAAI
Khan, 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.
Can a Natural Image-Based Foundation Model Outperform a Retina-Specific Model in Detecting Ocular and Systemic Diseases?

自然图像基础模型能否在检测眼部和全身性疾病方面优于视网膜专用模型？

Ophthalmology Science
IF4.6
2025-08-270
OAAI
Qingshan 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
A deep learning system for detecting systemic lupus erythematosus from retinal images

一种用于从视网膜图像中检测系统性红斑狼疮的深度学习系统

Cell Reports Medicine
IF10.6
2025-06-250
OAAI
Tingyao Li; Shiqun Lin; Zhouyu Guan; Yukun Zhou; Dian Zeng; Zheyuan Wang; Yan Zhou; Pinqi Fang; Shujie Yu; Ruhan Liu; Xiang Chen; Yan-Ran (Joyce) Wang; Yuwei Lu; Jia Shu; Yiming Qin; Yiting Wu; Yilan Wu; Chan Wu; Shangzhu Zhang; Jie Shen; Huating Li; Tingli Chen; Jin Li; Yih-Chung Tham; Charumathi Sabanayagam; Ying Feng Zheng; Siegfried K. Wagner; Pearse A. Keane; Tien Yin Wong; Rongping Dai; Bin Sheng
Next-generation phenotyping of inherited retinal diseases from multimodal imaging with Eye2Gene

来自Eye2Gene多模态成像的遗传性视网膜疾病的下一代表型

Nature Machine Intelligence
IF23.9
2025-06-180
OAAI
Nikolas Pontikos; William A. Woof; Siying Lin; Biraja Ghoshal; Bernardo S. Mendes; Advaith Veturi; Quang Nguyen; Behnam Javanmardi; Michalis Georgiou; Alexander Hustinx; Miguel A. Ibarra-Arellano; Ismail Moghul; Yichen Liu; Kristina Pfau; Maximilian Pfau; Mital Shah; Jing Yu; Saoud Al-Khuzaei; Siegfried K. Wagner; Malena Daich Varela; Thales Antonio Cabral de Guimarães; Sagnik Sen; Gunjan Naik; Dayyanah Sumodhee; Dun Jack Fu; Nathaniel Kabiri; Jennifer Furman; Bart Liefers; Aaron Y. Lee; Samantha R. De Silva; Caio Marques; Fabiana Motta; Yu Fujinami-Yokokawa; Alison J. Hardcastle; Gavin Arno; Birgit Lorenz; Philipp Herrmann; Kaoru Fujinami; Juliana Sallum; Savita Madhusudhan; Susan M. Downes; Frank G. Holz; Konstantinos Balaskas; Andrew R. Webster; Omar A. Mahroo; Peter M. Krawitz; Michel Michaelides
Deep-learning algorithm for the diagnosis and prediction of hydroxychloroquine retinopathy: An International, multi-institutional study

基于深度学习的诊断与预测羟氯喹视网膜病变的算法：一项国际多中心研究

Ophthalmology Retina
IF5.7
2025-06-110
OAAI
Peter Woodward-Court; Jeffry Hogg; Terry Lee; Priyal Taribagil; Cindy S. Zhao; Vanessa Otti; William R. Tucker; Michael Allingham; Oleg Alekseev; Siegfried K. Wagner; David Myung; Loh-Shan Leung; Eleonora M. Lad; Hani Hasan; James Talks; Daniel C. Alexander; Pearse A. Keane; Eliot R. Dow

研究方向

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P
Pearse A. Keane
H 指数:79论文数:737被引数:3.0万
K
Konstantinos Balaskas
H 指数:38论文数:240被引数:7,584
L
Livia Faes
H 指数:26论文数:112被引数:7,478
N
Nikolas Pontikos
H 指数:43论文数:253被引数:7,748
周
周瑜琨
H 指数:23论文数:156被引数:2,522
A
Alastair K. Denniston
H 指数:66论文数:500被引数:2.2万
H
Hagar Khalid
H 指数:15论文数:59被引数:1,105
R
Robbert Struyven
H 指数:12论文数:37被引数:1,369
P
Praveen J. Patel
H 指数:51论文数:318被引数:8,955
D
Dun Jack Fu
H 指数:19论文数:104被引数:3,482