Automated detection of diabetic retinopathy: barriers to translation into clinical practice.

PubWeight™: 0.83‹?›

🔗 View Article (PMC 2911785)

Published in Expert Rev Med Devices on March 01, 2010

Authors

Michael D Abramoff1, Meindert Niemeijer, Stephen R Russell

Author Affiliations

1: Department of Ophthalmology and Visual Sciences, University of Iowa, 11290C PFP UIHC, 200 Hawkins Drive, Iowa City, IA 52242, USA. michael-abramoff@uiowa.edu

Associated clinical trials:

Comparison of Aurora Fundus Camera With Traditional Camera in Diabetic Retinopathy With Visual Artificial Intelligence | NCT03903042

Articles cited by this

Methods for evaluation of retinal microvascular abnormalities associated with hypertension/sclerosis in the Atherosclerosis Risk in Communities Study. Ophthalmology (1999) 6.07

Early photocoagulation for diabetic retinopathy. ETDRS report number 9. Early Treatment Diabetic Retinopathy Study Research Group. Ophthalmology (1991) 5.91

Ridge-based vessel segmentation in color images of the retina. IEEE Trans Med Imaging (2004) 4.84

Locating blood vessels in retinal images by piecewise threshold probing of a matched filter response. IEEE Trans Med Imaging (2000) 4.57

Comparison and evaluation of methods for liver segmentation from CT datasets. IEEE Trans Med Imaging (2009) 3.03

The efficacy of automated "disease/no disease" grading for diabetic retinopathy in a systematic screening programme. Br J Ophthalmol (2007) 2.59

A screening approach to the surveillance of patients with diabetes for the presence of vision-threatening retinopathy. Ophthalmology (2000) 2.56

The sensitivity and specificity of single-field nonmydriatic monochromatic digital fundus photography with remote image interpretation for diabetic retinopathy screening: a comparison with ophthalmoscopy and standardized mydriatic color photography. Am J Ophthalmol (2002) 2.50

Progression of retinopathy with intensive versus conventional treatment in the Diabetes Control and Complications Trial. Diabetes Control and Complications Trial Research Group. Ophthalmology (1995) 2.40

Automated localisation of the optic disc, fovea, and retinal blood vessels from digital colour fundus images. Br J Ophthalmol (1999) 2.28

Automatic detection of red lesions in digital color fundus photographs. IEEE Trans Med Imaging (2005) 2.24

An economic analysis of interventions for diabetes. Diabetes Care (2000) 2.16

Evaluation of a system for automatic detection of diabetic retinopathy from color fundus photographs in a large population of patients with diabetes. Diabetes Care (2007) 1.98

Locating the optic nerve in a retinal image using the fuzzy convergence of the blood vessels. IEEE Trans Med Imaging (2003) 1.70

Automated detection of diabetic retinopathy on digital fundus images. Diabet Med (2002) 1.69

Diabetic retinopathy. Diabetes Care (2003) 1.61

A contribution of image processing to the diagnosis of diabetic retinopathy--detection of exudates in color fundus images of the human retina. IEEE Trans Med Imaging (2002) 1.61

Evaluation of a system for automatic detection of diabetic retinopathy from color fundus photographs in a large population of patients with diabetes: response to Abramoff et al. Diabetes Care (2008) 1.60

Automated detection and differentiation of drusen, exudates, and cotton-wool spots in digital color fundus photographs for diabetic retinopathy diagnosis. Invest Ophthalmol Vis Sci (2007) 1.58

Cost-effectiveness of implementing automated grading within the national screening programme for diabetic retinopathy in Scotland. Br J Ophthalmol (2007) 1.54

Single-field fundus photography for diabetic retinopathy screening: a report by the American Academy of Ophthalmology. Ophthalmology (2004) 1.50

Adaptive nonseparable wavelet transform via lifting and its application to content-based image retrieval. IEEE Trans Image Process (2010) 1.48

An image-processing strategy for the segmentation and quantification of microaneurysms in fluorescein angiograms of the ocular fundus. Comput Biomed Res (1996) 1.47

Automated detection of diabetic retinopathy in digital retinal images: a tool for diabetic retinopathy screening. Diabet Med (2004) 1.37

Web-based screening for diabetic retinopathy in a primary care population: the EyeCheck project. Telemed J E Health (2005) 1.33

Retinopathy online challenge: automatic detection of microaneurysms in digital color fundus photographs. IEEE Trans Med Imaging (2009) 1.26

Automatic detection of retinal anatomy to assist diabetic retinopathy screening. Phys Med Biol (2006) 1.24

Automated early detection of diabetic retinopathy. Ophthalmology (2010) 1.24

Optimal wavelet transform for the detection of microaneurysms in retina photographs. IEEE Trans Med Imaging (2008) 1.20

A comparison of computer based classification methods applied to the detection of microaneurysms in ophthalmic fluorescein angiograms. Comput Biol Med (1998) 1.16

Automated detection of exudates for diabetic retinopathy screening. Phys Med Biol (2007) 1.13

Automated detection of microaneurysms in digital red-free photographs: a diabetic retinopathy screening tool. Diabet Med (2000) 1.13

Automatic detection of microaneurysms in color fundus images. Med Image Anal (2007) 1.12

Addition of primary care-based retinal imaging technology to an existing eye care professional referral program increased the rate of surveillance and treatment of diabetic retinopathy. Diabetes Care (2005) 1.08

Detection of lesions in retina photographs based on the wavelet transform. Conf Proc IEEE Eng Med Biol Soc (2006) 1.08

Information fusion for diabetic retinopathy CAD in digital color fundus photographs. IEEE Trans Med Imaging (2009) 1.05

Telehealth practice recommendations for diabetic retinopathy. Telemed J E Health (2004) 1.04

Automated localization of the optic disc and the fovea. Conf Proc IEEE Eng Med Biol Soc (2008) 1.02

Image structure clustering for image quality verification of color retina images in diabetic retinopathy screening. Med Image Anal (2006) 0.99

Vision loss among diabetics in a group model Health Maintenance Organization (HMO). Am J Ophthalmol (2002) 0.95

Automatic detection of microaneurysms in diabetic fluorescein angiography. Rev Epidemiol Sante Publique (1984) 0.93

The accuracy of digital-video retinal imaging to screen for diabetic retinopathy: an analysis of two digital-video retinal imaging systems using standard stereoscopic seven-field photography and dilated clinical examination as reference standards. Trans Am Ophthalmol Soc (2004) 0.90

Teaching and assessing competency in retinal lasers in ophthalmology residency. Ophthalmic Surg Lasers Imaging (2008) 0.86

Validation of retinal image registration algorithms by a projective imaging distortion model. Conf Proc IEEE Eng Med Biol Soc (2007) 0.85

Using a patient image archive to diagnose retinopathy. Conf Proc IEEE Eng Med Biol Soc (2008) 0.83

Retina lesion and microaneurysm segmentation using morphological reconstruction methods with ground-truth data. Conf Proc IEEE Eng Med Biol Soc (2008) 0.83

Multimodal medical case retrieval using the Dezert-Smarandache theory. Conf Proc IEEE Eng Med Biol Soc (2008) 0.76

Articles by these authors

A common haplotype in the complement regulatory gene factor H (HF1/CFH) predisposes individuals to age-related macular degeneration. Proc Natl Acad Sci U S A (2005) 13.44

Automated 3-D intraretinal layer segmentation of macular spectral-domain optical coherence tomography images. IEEE Trans Med Imaging (2009) 4.96

Ridge-based vessel segmentation in color images of the retina. IEEE Trans Med Imaging (2004) 4.84

Intraretinal layer segmentation of macular optical coherence tomography images using optimal 3-D graph search. IEEE Trans Med Imaging (2008) 3.68

Missense variations in the fibulin 5 gene and age-related macular degeneration. N Engl J Med (2004) 3.15

Aflibercept therapy for exudative age-related macular degeneration resistant to bevacizumab and ranibizumab. Am J Ophthalmol (2013) 2.45

Segmentation of the optic disc in 3-D OCT scans of the optic nerve head. IEEE Trans Med Imaging (2009) 2.44

Evaluation of a system for automatic detection of diabetic retinopathy from color fundus photographs in a large population of patients with diabetes. Diabetes Care (2007) 1.98

Automated detection and differentiation of drusen, exudates, and cotton-wool spots in digital color fundus photographs for diabetic retinopathy diagnosis. Invest Ophthalmol Vis Sci (2007) 1.58

Automated segmentation of the cup and rim from spectral domain OCT of the optic nerve head. Invest Ophthalmol Vis Sci (2009) 1.56

Three-dimensional segmentation of fluid-associated abnormalities in retinal OCT: probability constrained graph-search-graph-cut. IEEE Trans Med Imaging (2012) 1.44

Quantifying disrupted outer retinal-subretinal layer in SD-OCT images in choroidal neovascularization. Invest Ophthalmol Vis Sci (2014) 1.39

Complement component C5a activates ICAM-1 expression on human choroidal endothelial cells. Invest Ophthalmol Vis Sci (2010) 1.26

Automated segmentation of the choroid from clinical SD-OCT. Invest Ophthalmol Vis Sci (2012) 1.26

Automated early detection of diabetic retinopathy. Ophthalmology (2010) 1.24

Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study. Med Image Anal (2010) 1.19

Vessel boundary delineation on fundus images using graph-based approach. IEEE Trans Med Imaging (2011) 1.16

Adeno-associated virus type 5: transduction efficiency and cell-type specificity in the primate retina. Hum Gene Ther (2003) 1.12

Effects of vitrectomy on age-related macular degeneration. Ophthalmology (2010) 1.10

Optimal filter framework for automated, instantaneous detection of lesions in retinal images. IEEE Trans Med Imaging (2011) 1.06

Automated analysis of retinal images for detection of referable diabetic retinopathy. JAMA Ophthalmol (2013) 1.04

Gene transfer to the nonhuman primate retina with recombinant feline immunodeficiency virus vectors. Hum Gene Ther (2002) 1.04

The automatic detection of the optic disc location in retinal images using optic disc location regression. Conf Proc IEEE Eng Med Biol Soc (2006) 1.04

Intravitreal bevacizumab for treatment of proliferative and nonproliferative type 2 idiopathic macular telangiectasia. Retina (2011) 1.03

Automated segmentation of 3-D spectral OCT retinal blood vessels by neural canal opening false positive suppression. Med Image Comput Comput Assist Interv (2010) 1.02

Copy number variations and primary open-angle glaucoma. Invest Ophthalmol Vis Sci (2011) 0.99

Reproducibility of diabetic macular edema estimates from SD-OCT is affected by the choice of image analysis algorithm. Invest Ophthalmol Vis Sci (2013) 0.99

A genome-wide association study for primary open angle glaucoma and macular degeneration reveals novel Loci. PLoS One (2013) 0.97

Distribution of damage to the entire retinal ganglion cell pathway: quantified using spectral-domain optical coherence tomography analysis in patients with glaucoma. Arch Ophthalmol (2012) 0.97

Evaluation of a computer-aided diagnosis system for diabetic retinopathy screening on public data. Invest Ophthalmol Vis Sci (2011) 0.95

Vitreous amino acid concentrations in patients with glaucoma undergoing vitrectomy. Arch Ophthalmol (2003) 0.94

Automatic coronary calcium scoring in low-dose chest computed tomography. IEEE Trans Med Imaging (2012) 0.92

Genome-wide analysis of copy number variants in age-related macular degeneration. Hum Genet (2010) 0.91

Validation of tablet-based evaluation of color fundus images. Retina (2012) 0.90

Spontaneous dislocation of a fluocinolone acetonide implant (Retisert) into the anterior chamber and its successful extraction in sympathetic ophthalmia. Retin Cases Brief Rep (2015) 0.90

Uveitis following intravitreal bevacizumab: a non-infectious cluster. Ophthalmic Surg Lasers Imaging (2011) 0.90

Bilateral intravitreal injection of antivascular endothelial growth factor therapy. Retina (2011) 0.89

Intraoperative choroidal detachment during 23-gauge vitrectomy. Retina (2011) 0.88

Intraoperative sclerotomy-related retinal breaks during 23-gauge pars plana vitrectomy. Retina (2013) 0.88

Quantification of external limiting membrane disruption caused by diabetic macular edema from SD-OCT. Invest Ophthalmol Vis Sci (2012) 0.88

Computational quantification of complex fundus phenotypes in age-related macular degeneration and Stargardt disease. Invest Ophthalmol Vis Sci (2011) 0.87

Multimodal Segmentation of Optic Disc and Cup From SD-OCT and Color Fundus Photographs Using a Machine-Learning Graph-Based Approach. IEEE Trans Med Imaging (2015) 0.87

2-D pattern of nerve fiber bundles in glaucoma emerging from spectral-domain optical coherence tomography. Invest Ophthalmol Vis Sci (2012) 0.86

Sutureless triplanar sclerotomy for 23-gauge vitrectomy. Arch Ophthalmol (2011) 0.86

Proteomic analysis of vitreous biopsy techniques. Retina (2012) 0.85

Intravitreal bevacizumab for peripapillary choroidal neovascular membranes. Arch Ophthalmol (2012) 0.85

Multimodal retinal vessel segmentation from spectral-domain optical coherence tomography and fundus photography. IEEE Trans Med Imaging (2012) 0.84

Combination therapy for neovascular age-related macular degeneration refractory to anti-vascular endothelial growth factor agents. Ophthalmology (2013) 0.83

Automated discovery and quantification of image-based complex phenotypes: a twin study of drusen phenotypes in age-related macular degeneration. Invest Ophthalmol Vis Sci (2011) 0.83

Splat feature classification with application to retinal hemorrhage detection in fundus images. IEEE Trans Med Imaging (2012) 0.81

Contextual computer-aided detection: improving bright lesion detection in retinal images and coronary calcification identification in CT scans. Med Image Anal (2011) 0.80

Vitreomacular disorders: pathogenesis and treatment. Retina (2012) 0.80

Decreased macular thickness in nonproliferative macular telangiectasia type 2 with oral carbonic anhydrase inhibitors. Retina (2014) 0.79

Factors associated with spontaneous release of vitreomacular traction. Retina (2015) 0.78

Variability in photocoagulation treatment of diabetic macular oedema. Acta Ophthalmol (2012) 0.78

CAI is a potent inhibitor of neovascularization and imparts neuroprotection in a mouse model of ischemic retinopathy. Invest Ophthalmol Vis Sci (2004) 0.78

Proliferative vitreoretinopathy may be a risk factor in combined macular hole retinal detachment cases. Retina (2013) 0.77

Vitreous injections of pegaptanib sodium triggering allergic reactions. Am J Ophthalmol (2006) 0.77

A new macular dystrophy with anomalous vascular development, pigment spots, cystic spaces, and neovascularization. Arch Ophthalmol (2009) 0.76

OCULAR HYPERTENSION AFTER INTRAVITREAL DEXAMETHASONE (OZURDEX) SUSTAINED-RELEASE IMPLANT. Retina (2016) 0.75

Retinal drawing: a lost art of medicine. Perm J (2011) 0.75

End-to-end Adversarial Retinal Image Synthesis. IEEE Trans Med Imaging (2017) 0.75

Management of Pediatric Aphakic Glaucoma With Vitrectomy and Tube Shunts. J Pediatr Ophthalmol Strabismus (2016) 0.75

Retained posterior segment indocyanine green dye after phacoemulsification. J Cataract Refract Surg (2006) 0.75

Sequential, acute noninfectious uveitis associated with separate intravitreal injections of bevacizumab and ranibizumab. Retin Cases Brief Rep (2013) 0.75

Diagnostic and therapeutic challenges. Retina (2004) 0.75

ELEVATED INTRAOCULAR PRESSURE FOLLOWING PARS PLANA VITRECTOMY DUE TO TRAPPED GAS IN THE POSTERIOR CHAMBER. Retin Cases Brief Rep (2016) 0.75

Surgical management of a posterior dislocated intraocular lens after descemet stripping automated endothelial keratoplasty. Cornea (2010) 0.75