Low-cost, portable, computer assisted imaging for diabe*
Low-cost, portable, computer assisted imaging for diabe*
批准号:
7473807
负责人:
Michael David Abramoff
金额:
$35.09万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2005
资助国家:
美国
项目状态:
已结题
起止时间:
2005-09-15 至 2010-07-31
关键词:
AgreementAlgorithmsArea Under CurveBlindnessClinicalColorComputer AssistedComputersConsensusDataDevicesDiabetes MellitusDiabetic RetinopathyDiagnosisDiagnosticDiagnostic SensitivityEarly DiagnosisEngineeringEpidemiologyFundusFundus photographyImageImage AnalysisImaging DeviceImaging TechniquesInternetLasersLightingMedical ImagingMydriasisNetherlandsNumbersOffice VisitsOphthalmologistOpticsOptometristOutsourcingPatientsPerformanceProtocols documentationQualifyingReaderReadingReceiver Operator CharacteristicsResearchResearch PersonnelResolutionResourcesRetinalScanningScreening procedureSecureSensitivity and SpecificitySpecialistStandards of Weights and MeasuresSystemTechniquesTechnologyTimeTrainingTranslatingUnited KingdomUnited StatesValidationWisconsinbasecostdiabetes managementdigitaldigital imagingnon-invasive systempreventprototype
中文摘要
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英文摘要
DESCRIPTION (provided by applicant): We have developed a portable, low-cost, patient-friendly, retinal imaging device, the Delft Retinascan, based on dual wavelength scanning laser technology. It does not require pharmacologic pupil dilation or flash illumination, and the prototype costs of the device were less than $1100. We have utilized it to acquire retinal images in normal subjects at high spatial resolution with a typical acquisition time of 0.1s. We and others have shown that large scale early diagnosis using digital cameras and internet connectivity is safe and effective. We have also shown that computer assisted diagnostic algorithms can assess diabetic retinopathy from two-field non-stereo color fundus photographs made with standard commercially available fundus cameras, with a high degree of agreement with retinal specialists. Potentially, these techniques can be combined for a low-cost, high quality, patient friendly, early diagnosis system for diabetic retinopathy. However, clinical validation is required before this low-cost camera and digital diagnostic system can be implemented clinically.
Our specific aims are:
1. to technically validate the low-cost Delft Retinascan camera system for non-invasive imaging of diabetic retinopathy;
2. to assess and validate the clinical utility of the Delft Retinascan by collaborating with the Wisconsin Reading Center (WRC). The WRC will be responsible for reading and assessing images acquired with the Retinascan and compare them with ETDRS standard 7-field stereo fundus photographs;
3. and to evaluate the improvement in performance of the addition of computer assisted diagnostic algorithms on the images acquired with the Delft Retinascan.
We have assembled a team representing expertise in diabetic retinopathy screening over the internet, optical engineering, retinal imaging, secure online medical image servers, image analysis, and epidemiology, consisting of research oriented ophthalmologists, physicists, computer engineers, and biostatisticians, and who are poised to translate the above techniques into a clinically practical system. Our overall aim is to validate and optimize a low-cost, high quality, patient friendly imaging system for the early diagnosis of diabetic retinopathy.
期刊论文(25)
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DOI:
10.1371/journal.pone.0088061
发表时间:
2014
期刊:
PloS one
影响因子:
3.7
作者:
[Joshi VS, Reinhardt JM, Garvin MK, Abramoff MD]
通讯作者:
Abramoff MD
DOI:
10.1109/iembs.2008.4649969
发表时间:
2008
期刊:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
影响因子:
--
作者:
[Niemeijer,M, Abramoff,MD, vanGinneken,B]
通讯作者:
vanGinneken,B
DOI:
10.1016/j.ophtha.2010.03.046
发表时间:
2010-06
期刊:
Ophthalmology
影响因子:
13.7
作者:
[Abràmoff MD, Reinhardt JM, Russell SR, Folk JC, Mahajan VB, Niemeijer M, Quellec G]
通讯作者:
Quellec G
Use of Expectation Disconfirmation Theory to Test Patient Satisfaction with Asynchronous Telemedicine for Diabetic Retinopathy Detection.
使用期望否定理论来测试患者对异步远程医疗检测糖尿病视网膜病变的满意度。
DOI:
10.1155/2018/7015272
发表时间:
2018
期刊:
International journal of telemedicine and applications
影响因子:
4.4
作者:
[Serrano,ChristinaI, Shah,Vishal, Abràmoff,MichaelD]
通讯作者:
Abràmoff,MichaelD
Validation of retinal image registration algorithms by a projective imaging distortion model.
通过投影成像畸变模型验证视网膜图像配准算法。
DOI:
10.1109/iembs.2007.4353841
发表时间:
2007
期刊:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
影响因子:
--
作者:
[Lee,Sangyeol, Abramoff,MichaelD, Reinhardt,JosephM]
通讯作者:
Reinhardt,JosephM
共 8 条
Retinal vessel measurements as clinically useful predictors in veterans
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批准号:8974192
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项目类别:
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资助金额:$0.0万
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财政年份:2013
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负责人:Michael David Abramoff
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依托单位:
Retinal Therapy Guided by 3-D OCT Image Analysis
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批准号:8058743
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项目类别:
-
资助金额:$52.69万
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财政年份:2010
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负责人:Michael David Abramoff
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依托单位:
Retinal Therapy Guided by 3-D OCT Image Analysis
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批准号:8465231
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项目类别:
-
资助金额:$50.06万
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财政年份:2010
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负责人:Michael David Abramoff
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依托单位:
Retinal Therapy Guided by 3-D OCT Image Analysis
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批准号:7887331
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项目类别:
-
资助金额:$55.84万
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财政年份:2010
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负责人:Michael David Abramoff
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依托单位:
Retinal Therapy Guided by 3-D OCT Image Analysis
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批准号:8268455
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项目类别:
-
资助金额:$52.69万
-
财政年份:2010
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负责人:Michael David Abramoff
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依托单位:
Retinal Therapy Guided by 3-D OCT Image Analysis
-
批准号:8657045
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项目类别:
-
资助金额:$51.64万
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财政年份:2010
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负责人:Michael David Abramoff
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依托单位:
Three-dimensional structure-function relationships in glaucoma from SD-OCT
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批准号:8437521
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项目类别:
-
资助金额:$37.75万
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财政年份:2009
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负责人:Michael David Abramoff
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依托单位:
Focal Structure-Function Relationships in Macular Layers from 3D Spectral OCT
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批准号:7907703
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项目类别:
-
资助金额:$36.97万
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财政年份:2009
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负责人:Michael David Abramoff
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依托单位:
Computer Aided Detection of Diabetic Retinopathy in Veterans with Diabetes
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批准号:7791934
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项目类别:
-
资助金额:$0.0万
-
财政年份:2009
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负责人:Michael David Abramoff
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依托单位:
Computer Aided Detection of Diabetic Retinopathy in Veterans with Diabetes
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批准号:8392112
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项目类别:
-
资助金额:$0.0万
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财政年份:2009
-
负责人:Michael David Abramoff
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依托单位:
Computer Aided Detection of Diabetic Retinopathy in Veterans with Diabetes
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批准号:7920185
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项目类别:
-
资助金额:$0.0万
-
财政年份:2009
-
负责人:Michael David Abramoff
-
依托单位:
Three-dimensional structure-function relationships in glaucoma from SD-OCT
-
批准号:8589415
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项目类别:
-
资助金额:$37.0万
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财政年份:2009
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负责人:Michael David Abramoff
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依托单位:
Focal Structure-Function Relationships in Macular Layers from 3D Spectral OCT
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批准号:8133832
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项目类别:
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资助金额:$35.49万
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财政年份:2009
-
负责人:Michael David Abramoff
-
依托单位:
Focal Structure-Function Relationships in Macular Layers from 3D Spectral OCT
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批准号:7729130
-
项目类别:
-
资助金额:$35.85万
-
财政年份:2009
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负责人:Michael David Abramoff
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依托单位:
Low-cost, portable, computer assisted imaging for diabe*
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批准号:7120032
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项目类别:
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资助金额:$25.49万
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财政年份:2005
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负责人:Michael David Abramoff
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依托单位:
Low-cost, portable, computer assisted imaging for diabe*
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批准号:7020944
-
项目类别:
-
资助金额:$36.88万
-
财政年份:2005
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负责人:Michael David Abramoff
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依托单位:
Low-cost, portable, computer assisted imaging for diabe*
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批准号:7277192
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项目类别:
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资助金额:$35.81万
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财政年份:2005
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负责人:Michael David Abramoff
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依托单位:
海外基金