日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Understanding pre-training data effects in retinal foundation models using two large fundus cohorts

利用两个大型眼底队列研究视网膜基础模型中预训练数据的影响

Zhou, Yukun; Wang, Zheyuan; Wu, Yilan; Ong, Ariel Yuhan; Wagner, Siegfried K; Ruffell, Eden; Chia, Mark A; Guan, Zhouyu; Ju, Lie; Engelmann, Justin; Merle, David A; Li, Tingyao; Shu, Jia; Nderitu, Paul; Zou, Ke; Goh, Jocelyn Hui Lin; Hou, Qingshan; Liu, Xiaoxuan; Wang, Yaxing; Tham, Yih Chung; Altmann, Andre; Cheung, Carol Y; Alexander, Daniel C; Topol, Eric J; Denniston, Alastair K; Wong, Tien Yin; Sheng, Bin; Keane, Pearse A

Matters Arising: Near-identical images, not foundation models, explain purported re-identification of patients from medical imaging

问题出现:近乎相同的图像,而非基础模型,解释了据称通过医学影像重新识别患者的现象。

Engelmann, Justin; Wagner, Siegfried K; Zhou, Yukun; Keane, Pearse A

Considering the missing science of retraining and maintenance in medical artificial intelligence, using ophthalmology as an exemplar

考虑到医疗人工智能领域在再培训和维护方面的科学研究不足,以眼科为例

Ong, Ariel Yuhan; Struyven, Robbert R; Denniston, Alastair K; Merle, David A; Engelmann, Justin; Kim, Hyunmin; Zhou, Yukun; Keane, Pearse A; Lains, Ines

TZM Mo alloy behaves superb as biodegradable metal for bone-fracture healing intramedullary nail implant

TZM钼合金作为一种可生物降解金属,在用于骨折愈合的髓内钉植入物中表现出优异的性能。

Qian, Junyu; Zhou, Yukun; Xie, Zhenhai; Liu, Jinjing; Li, Ping; Tao, Wenjie; Wang, Yuanhao; Gao, Fei; Zeng, Hui; Wang, Deli; Qin, Haotian; Chen, Yingqi; Wan, Guojiang

Can a Natural Image-Based Foundation Model Outperform a Retina-Specific Model in Detecting Ocular and Systemic Diseases?

基于自然图像的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?

Hou, Qingshan; Zhou, Yukun; Lin Goh, Jocelyn Hui; Zou, Ke; Yew, Samantha Min Er; Srinivasan, Sahana; Wang, Meng; Lo, Thaddaeus Wai Soon; Lei, Xiaofeng; Wagner, Siegfried K; Chia, Mark A; Yang, Gabriel Dawei; Jiang, Hongyang; Ran, An Ran; Santos, Rui; Somfai, Gabor Mark; Zhou, Juan Helen; Chen, Haoyu; Chen, Qingyu; Y Cheung, Carol; Keane, Pearse A; Tham, Yih Chung

Characteristics of the gut mycobiome in patients with membranous nephropathy

膜性肾病患者肠道真菌群的特征

Zhi, Yingxin; Zhou, Yukun; Wang, Mengxiao; Dong, Yijun; Chen, Yuanlin; Zhao, Zhanzheng; Shang, Jin

A systematic review of vision and vision-language foundation models in ophthalmology

眼科视觉和视觉语言基础模型的系统性综述

Jin, Kai; Yu, Tao; Ying, Gui-Shuang; Ge, Zongyuan; Li, Kelvin Zhenghao; Zhou, Yukun; Shi, Danli; Wang, Meng; Goktas, Polat; Grzybowski, Andrzej

Clinical and cadaveric evidence for inlay technique fixation in ruptured MCL inferior attachment treatment

临床和尸体解剖证据表明,内嵌式固定技术可用于治疗内侧副韧带下端附着点断裂。

Zhang, Yu; Gao, Wentian; Li, Qiangqiang; Aierken, Aikeremu; Dong, Ping; Zhou, Yukun; Ding, Jianan; Sun, Peng; Ding, Yuejian; Jiang, Qing; Chen, Dongyang

A computationally frugal, open-source chest CT foundation model for thoracic disease detection in lung cancer screening programmes

一种计算量小、开源的胸部CT基础模型,用于肺癌筛查项目中的胸部疾病检测

McConnell, Niccolò; Vasudev, Pardeep; Yamada, Daisuke; Cheng, Daryl; Azimbagirad, Mehran; McCabe, John; Aslani, Shahab; Shahin, Ahmed H; Zhou, Yukun; Altmann, Andre; Hu, Yipeng; Taylor, Paul; Janes, Sam M; Alexander, Daniel C; Jacob, Joseph

Enhancing diagnostic accuracy in rare and common fundus diseases with a knowledge-rich vision-language model

利用知识丰富的视觉语言模型提高罕见和常见眼底疾病的诊断准确性

Wang, Meng; Lin, Tian; Lin, Aidi; Yu, Kai; Peng, Yuanyuan; Wang, Lianyu; Chen, Cheng; Zou, Ke; Liang, Huiyu; Chen, Man; Yao, Xue; Zhang, Meiqin; Huang, Binwei; Zheng, Chaoxin; Zhang, Peixin; Chen, Wei; Luo, Yilong; Chen, Yifan; Xia, Honghe; Shi, Tingkun; Zhang, Qi; Guo, Jinming; Chen, Xiaolin; Wang, Jingcheng; Tham, Yih Chung; Liu, Dianbo; Wong, Wendy; Thakur, Sahil; Fenner, Beau J; Fang, Danqi; Liu, Siying; Liu, Qingyun; Huang, Yuqiang; Zeng, Hongqiang; Meng, Yanda; Zhou, Yukun; Jiang, Zehua; Qiu, Minghui; Zhang, Changqing; Chen, Xinjian; Wang, Sophia Y; Lee, Cecilia S; Sobrin, Lucia; Cheung, Carol Y; Pang, Chi Pui; Keane, Pearse A; Cheng, Ching-Yu; Chen, Haoyu; Fu, Huazhu