AlzEye: longitudinal record-level linkage of ophthalmic imaging and hospital admissions of 353 157 patients in London, UK

医学 流行病学 人口 医学诊断 疾病 儿科 验光服务 家庭医学 病理 环境卫生
作者
Siegfried Wagner,Fintan Hughes,Mario Cortina‐Borja,Nikolas Pontikos,Robbert Struyven,Xiaoxuan Liu,Hugh Montgomery,Daniel C. Alexander,Eric J. Topol,Steffen E. Petersen,Konstantinos Balaskas,Jack Hindley,Axel Petzold,Jugnoo S. Rahi,Alastair K. Denniston,Pearse A. Keane
出处
期刊:BMJ Open [BMJ]
卷期号:12 (3): e058552-e058552 被引量:36
标识
DOI:10.1136/bmjopen-2021-058552
摘要

Purpose Retinal signatures of systemic disease (‘oculomics’) are increasingly being revealed through a combination of high-resolution ophthalmic imaging and sophisticated modelling strategies. Progress is currently limited not mainly by technical issues, but by the lack of large labelled datasets, a sine qua non for deep learning. Such data are derived from prospective epidemiological studies, in which retinal imaging is typically unimodal, cross-sectional, of modest number and relates to cohorts, which are not enriched with subpopulations of interest, such as those with systemic disease. We thus linked longitudinal multimodal retinal imaging from routinely collected National Health Service (NHS) data with systemic disease data from hospital admissions using a privacy-by-design third-party linkage approach. Participants Between 1 January 2008 and 1 April 2018, 353 157 participants aged 40 years or older, who attended Moorfields Eye Hospital NHS Foundation Trust, a tertiary ophthalmic institution incorporating a principal central site, four district hubs and five satellite clinics in and around London, UK serving a catchment population of approximately six million people. Findings to date Among the 353 157 individuals, 186 651 had a total of 1 337 711 Hospital Episode Statistics admitted patient care episodes. Systemic diagnoses recorded at these episodes include 12 022 patients with myocardial infarction, 11 735 with all-cause stroke and 13 363 with all-cause dementia. A total of 6 261 931 retinal images of seven different modalities and across three manufacturers were acquired from 1 54 830 patients. The majority of retinal images were retinal photographs (n=1 874 175) followed by optical coherence tomography (n=1 567 358). Future plans AlzEye combines the world’s largest single institution retinal imaging database with nationally collected systemic data to create an exceptional large-scale, enriched cohort that reflects the diversity of the population served. First analyses will address cardiovascular diseases and dementia, with a view to identifying hidden retinal signatures that may lead to earlier detection and risk management of these life-threatening conditions.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
刚刚
木槿花难开完成签到,获得积分10
3秒前
3秒前
科研通AI5应助博修采纳,获得10
4秒前
可yi完成签到,获得积分10
4秒前
111完成签到 ,获得积分10
4秒前
机灵柚子应助小阳羔子采纳,获得10
5秒前
xxcc12356发布了新的文献求助10
6秒前
漫漫发布了新的文献求助10
6秒前
6秒前
沉静的书南完成签到,获得积分20
7秒前
wh完成签到,获得积分10
10秒前
12秒前
xzf1996完成签到,获得积分10
13秒前
韩涵完成签到 ,获得积分10
13秒前
寒梅完成签到 ,获得积分10
13秒前
13秒前
14秒前
14秒前
量子星尘发布了新的文献求助10
14秒前
ding应助艺术大师采纳,获得10
16秒前
16秒前
机灵柚子应助小阳羔子采纳,获得10
17秒前
娃娃菜发布了新的文献求助10
17秒前
合适醉蝶发布了新的文献求助10
17秒前
宓天问发布了新的文献求助10
17秒前
贺贺完成签到,获得积分10
18秒前
完美世界应助自然的亦巧采纳,获得10
18秒前
wh发布了新的文献求助10
18秒前
小鲨鱼完成签到,获得积分20
19秒前
含蓄康完成签到,获得积分10
19秒前
19秒前
20秒前
20秒前
21秒前
23秒前
半斤发布了新的文献求助10
24秒前
艺术大师完成签到,获得积分20
24秒前
旷野发布了新的文献求助10
25秒前
高分求助中
(禁止应助)【重要!!请各位详细阅读】【科研通的精品贴汇总】 10000
Organic Chemistry 1500
The Netter Collection of Medical Illustrations: Digestive System, Volume 9, Part III - Liver, Biliary Tract, and Pancreas (3rd Edition) 600
物理流体力学(第三版)西安交通大学出版社 500
Introducing Sociology Using the Stuff of Everyday Life 400
Conjugated Polymers: Synthesis & Design 400
Picture Books with Same-sex Parented Families: Unintentional Censorship 380
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 4259070
求助须知:如何正确求助?哪些是违规求助? 3791949
关于积分的说明 11894479
捐赠科研通 3439907
什么是DOI,文献DOI怎么找? 1887895
邀请新用户注册赠送积分活动 938681
科研通“疑难数据库(出版商)”最低求助积分说明 844148