Smartphone based fundus camera for the diagnosis of retinal diseases

眼底(子宫) 眼底摄影 眼底照相机 摄影 验光服务 计算机科学 计算机视觉 人工智能 小学生 糖尿病性视网膜病变 视网膜 眼科 医学 检眼镜 荧光血管造影 光学 物理 内分泌学 艺术 视觉艺术 糖尿病
作者
Mahathir Monjur,Iram Tazim Hoque,Tanzima Hashem,Md. Abdur Rakib,Judy E. Kim,Sheikh Iqbal Ahamed
出处
期刊:Smart Health [Elsevier BV]
卷期号:19: 100177-100177 被引量:8
标识
DOI:10.1016/j.smhl.2020.100177
摘要

Fundus photography is necessary to monitor the progression of retinal diseases like diabetic retinopathy, age-macular degeneration (AMD) and glaucoma. Traditionally, fundus photography is done by a specialized fundus camera which costs tens to hundreds of thousand dollars and weighs around 15 kg. In this paper, we develop a smartphone based fundus camera for the early detection of the retinal diseases for the people in destitute areas who do not have access to the costly fundus camera and ophthalmologists. A major challenge in the smartphone based fundus photography system without involving an ophthalmologist is to ensure that the captured fundus image content is sufficient for detecting retinal diseases. To obtain a perfect fundus image, it is essential that the photo is shot exactly at the time when the camera is perfectly positioned and focused. To address this issue, our system captures a video and then selects a small set of fundus images from the video that have the required features for detecting retinal diseases. The manual selection of the best fundus images from the video is again a cumbersome process and requires an ophthalmologist. We propose an automation technique to identify the best fundus images from the video with low processing overhead. We evaluate the effectiveness and efficiency of our automation technique in real settings. Similar to the original fundus camera, our system dilates the pupil before capturing the video. However, in this paper, we also investigate the challenges for smartphone based fundus photography without dilating the pupil of the eye and show the future research directions.

科研通智能强力驱动
Strongly Powered by AbleSci AI
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
cjmlslddjd完成签到,获得积分10
1秒前
1秒前
1秒前
大力的向日葵完成签到,获得积分10
2秒前
3秒前
3秒前
4秒前
拉长的曼柔完成签到,获得积分10
5秒前
郝好发布了新的文献求助10
5秒前
严伟完成签到 ,获得积分10
5秒前
hzz完成签到,获得积分10
6秒前
科研通AI6.3应助LL采纳,获得10
8秒前
llh发布了新的文献求助10
9秒前
曹文鹏完成签到,获得积分10
10秒前
耳朵暴富富完成签到 ,获得积分10
11秒前
childe发布了新的文献求助10
11秒前
liuzhuohao应助fen采纳,获得20
12秒前
cc完成签到,获得积分10
13秒前
luvsicpart2发布了新的文献求助10
13秒前
zhoushaoyun2000完成签到,获得积分10
14秒前
种子完成签到,获得积分10
14秒前
Cyndilovetodrink完成签到,获得积分10
15秒前
莫囿于渊完成签到,获得积分10
16秒前
Lucas应助科研通管家采纳,获得10
17秒前
桐桐应助科研通管家采纳,获得10
17秒前
wanci应助拉长的曼柔采纳,获得10
17秒前
17秒前
小蘑菇应助科研通管家采纳,获得10
17秒前
xc完成签到,获得积分10
17秒前
17秒前
JamesPei应助科研通管家采纳,获得10
17秒前
Hello应助科研通管家采纳,获得10
17秒前
18秒前
隐形曼青应助科研通管家采纳,获得10
18秒前
LX777应助科研通管家采纳,获得10
18秒前
方青松应助科研通管家采纳,获得10
18秒前
18秒前
完美世界应助科研通管家采纳,获得10
18秒前
搜集达人应助科研通管家采纳,获得30
18秒前
Lucas应助科研通管家采纳,获得10
18秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
Molecular Mechanisms of Photosynthesis, 4th Edition 1000
Organic Reactions, Volume 116 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7264843
求助须知:如何正确求助?哪些是违规求助? 8885828
关于积分的说明 18779004
捐赠科研通 6942579
什么是DOI,文献DOI怎么找? 3202732
关于科研通互助平台的介绍 2375925
邀请新用户注册赠送积分活动 2178663