Computer Aided Detection of Diabetic Retinopathy in Veterans with Diabetes
Computer Aided Detection of Diabetic Retinopathy in Veterans with Diabetes
批准号:
7920185
负责人:
Michael David Abramoff
金额:
$0.0万
依托单位国家:
美国
项目类别:
财政年份:
2009
资助国家:
美国
项目状态:
已结题
起止时间:
2009-10-01 至 2013-12-31
关键词:
AlgorithmsAmericanAreaBlindnessBostonCaringCategoriesClinicalClinical TrialsCommunitiesComplications of Diabetes MellitusComputer AssistedComputer InterfaceComputersConsultCost Effectiveness AnalysisData SetDetectionDiabetes MellitusDiabetic RetinopathyDiagnosisDimensionsEnsureEvaluationEyeFrightHumanImageInterobserver VariabilityInterventionIntraobserver VariabilityIowaLesionLicensingMasksObservational StudyOphthalmologistOphthalmologyPatientsPerformanceProcessProductivityQuality-Adjusted Life YearsRaceRandomizedReaderReadingReceiver Operator CharacteristicsRegression AnalysisReproducibilityRetinalRetinal DiseasesRiskScotlandScreening procedureSensitivity and SpecificitySiteSocietiesSpecialistSpecificityStudy SubjectSystemTelemedicineTimeTranslatingUniversitiesVeteransbaseblindclinical practicecomputer aided detectioncostcost effectivenessdigitalnon-diabeticprofessorprogramsprospectiveracial and ethnic
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Project Narrative
Diabetic retinopathy is a feared complication of diabetes and an important cause of blindness in veterans. The
VA, through the Office of Care Coordination, has been rapidly moving to teleretinal screening for all veterans
with diabetes, using digital cameras and certified independent licensed practitioners as readers. Expert reading
suffers from intra-and interobserver reliability, and expert readers are scarce, costly and have high turnover
rate. Computer detection has the potential to increase the cost-effectiveness, scalability and sustainability of
teleretinal imaging programs while adding a strong dimension to the reading process. However, there remains
scepsis within the scientific community and automated lesion detection is unproven in clinical practice. We will
compare the performance of human experts, human experts aided by computer and standalone computer on
sensitivity, specificity, time to diagnosis, and perform a cost-effectiveness analysis on automated lesion and
diabetic retinopathy detection in a prospective clinical trial on a large number of veterans.
Dr. Abramoff is Associate Professor of Ophthalmology at the University of Iowa, and is a leader in studies to
develop automated systems for evaluation of retinal disease. He has assembled an expert team to assist in
this effort, including ophthalmologists, biostatisticians, and experts in telemedicine.
3
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
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:
-
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:
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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:
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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:8268455
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项目类别:
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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:8657045
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项目类别:
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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:
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:
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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:
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
-
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
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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: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
-
依托单位:
Three-dimensional structure-function relationships in glaucoma from SD-OCT
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批准号:8589415
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项目类别:
-
资助金额:$37.0万
-
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: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
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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:7729130
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项目类别:
-
资助金额:$35.85万
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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:
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
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项目类别:
-
资助金额:$36.88万
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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:7277192
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项目类别:
-
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:
Low-cost, portable, computer assisted imaging for diabe*
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批准号:7473807
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项目类别:
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资助金额:$35.09万
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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