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List of works by Michael Abramoff

2-D Pattern of Nerve Fiber Bundles in Glaucoma Emerging from Spectral-Domain Optical Coherence Tomography ⬇️

scientific article published on January 31, 2012

A combined machine-learning and graph-based framework for the segmentation of retinal surfaces in SD-OCT volumes.

scientific article

A machine-learning graph-based approach for 3D segmentation of Bruch's membrane opening from glaucomatous SD-OCT volumes.

scientific article published on 6 May 2017

A multiple-instance learning framework for diabetic retinopathy screening.

scientific article published on 6 July 2012

Active learning for an efficient training strategy of computer-aided diagnosis systems: application to diabetic retinopathy screening

scientific article published on 01 January 2010

Adoption and perceptions of electronic health record systems by ophthalmologists: an American Academy of Ophthalmology survey.

scientific article published on 16 May 2008

An improved arteriovenous classification method for the early diagnostics of various diseases in retinal image

scientific article published on 17 January 2017

Assessing cataract surgical competency

scientific article published on 01 May 2007

Association of visual function and ganglion cell layer thickness in patients with diabetes mellitus type 1 and no or minimal diabetic retinopathy.

scientific article

Automated 3-D intraretinal layer segmentation of macular spectral-domain optical coherence tomography images.

scientific article

Automated 3D Segmentation of Multiple Surfaces with a Shared Hole: Segmentation of the Neural Canal Opening in SD-OCT Volumes

scientific article published on 01 January 2014

Automated Axon Counting in Rodent Optic Nerve Sections with AxonJ.

scientific article published on 26 May 2016

Automated analysis of retinal images for detection of referable diabetic retinopathy.

scientific article published in March 2013

Automated construction of arterial and venous trees in retinal images

scientific article

Automated detection and differentiation of drusen, exudates, and cotton-wool spots in digital color fundus photographs for diabetic retinopathy diagnosis

scientific article

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

scientific article

Automated detection of malarial retinopathy-associated retinal hemorrhages.

scientific article published on 25 September 2012

Automated method for identification and artery-venous classification of vessel trees in retinal vessel networks

scientific article

Automated quantification of inherited phenotypes from color images: a twin study of the variability of optic nerve head shape

scientific article

Automated segmentation of neural canal opening and optic cup in 3D spectral optical coherence tomography volumes of the optic nerve head.

scientific article

Automated segmentation of the cup and rim from spectral domain OCT of the optic nerve head.

scientific article

Automated segmentation of the optic disc from stereo color photographs using physiologically plausible features.

scientific article published on April 2007

Automated separation of binary overlapping trees in low-contrast color retinal images

scientific article published on 01 January 2013

Automatic detection of red lesions in digital color fundus photographs.

scientific article

Autonomous Artificial Intelligence in Diabetic Retinopathy: From Algorithm to Clinical Application

scientific article published on 04 March 2020

Bilateral intravitreal injection of antivascular endothelial growth factor therapy.

scientific article published on January 2011

Choriocapillaris Degeneration in Geographic Atrophy

scientific article published on 30 April 2019

Choroidal thickness maps from spectral domain and swept source optical coherence tomography: algorithmic versus ground truth annotation

scientific article published on 14 January 2016

Comparison of retinal and choriocapillaris thicknesses following sitting to supine transition in healthy individuals and patients with age-related macular degeneration

scientific article published in March 2015

Computation and visualization of three-dimensional soft tissue motion in the orbit

scientific article published in April 2002

Computational quantification of complex fundus phenotypes in age-related macular degeneration and Stargardt disease

scientific article

Contextual computer-aided detection: improving bright lesion detection in retinal images and coronary calcification identification in CT scans

scientific article

Curvature correction of retinal OCTs using graph-based geometry detection

scientific article published on 11 April 2013

Decreased retinal ganglion cell layer thickness in patients with type 1 diabetes

scientific article

Diabetic retinopathy is a neurodegenerative disorder.

scientific article published on 10 April 2017

Diagnostic Accuracy of a Device for the Automated Detection of Diabetic Retinopathy in a Primary Care Setting

scientific article published on 14 February 2019

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

scientific article published on September 2012

Early neurodegeneration in the retina of type 2 diabetic patients.

scientific article

Effect of age on individual retinal layer thickness in normal eyes as measured with spectral-domain optical coherence tomography

scientific article published on 22 July 2013

Effects of Aflibercept for Neovascular Age-Related Macular Degeneration: A Systematic Review and Meta-Analysis of Observational Comparative Studies

scientific article published in November 2017

End-to-end Adversarial Retinal Image Synthesis.

scientific article published on 2 October 2017

Estimating maximal measurable performance for automated decision systems from the characteristics of the reference standard. application to diabetic retinopathy screening.

scientific article published in January 2014

Evaluating Efficacy of Aflibercept in Refractory Exudative Age-Related Macular Degeneration With OCT Segmentation Volumetric Analysis

scientific article

Evaluation of a system for automatic detection of diabetic retinopathy from color fundus photographs in a large population of patients with diabetes

scientific article

Image structure clustering for image quality verification of color retina images in diabetic retinopathy screening

scientific article published on 01 December 2006

Improved Automated Detection of Diabetic Retinopathy on a Publicly Available Dataset Through Integration of Deep Learning

scientific article published in October 2016

Incorporation of gradient vector flow field in a multimodal graph-theoretic approach for segmenting the internal limiting membrane from glaucomatous optic nerve head-centered SD-OCT volumes.

scientific article published on 25 July 2016

Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map.

scientific article published on 11 June 2013

Intraretinal layer segmentation of macular optical coherence tomography images using optimal 3-D graph search

scientific article

Intravitreal bevacizumab for treatment of proliferative and nonproliferative type 2 idiopathic macular telangiectasia.

scientific article published on October 2011

Multi-surface and multi-field co-segmentation of 3-D retinal optical coherence tomography.

scientific article

Multimodal Segmentation of Optic Disc and Cup From SD-OCT and Color Fundus Photographs Using a Machine-Learning Graph-Based Approach

scientific article

Multimodal registration of SD-OCT volumes and fundus photographs using histograms of oriented gradients

scientific article

Multimodal retinal vessel segmentation from spectral-domain optical coherence tomography and fundus photography

scientific article

Nerve Fiber Layer Thickness and Characteristics Associated with Glaucoma in Community Living Older Adults: Prelude to a Screening Trial?

scientific article published on 29 December 2016

Noninvasive functional imaging of the retina reveals outer retinal and hemodynamic intrinsic optical signal origins.

scientific article published on July 2009

Novel method using 3-dimensional segmentation in spectral domain-optical coherence tomography imaging in the chick reveals defocus-induced regional and time-sensitive asymmetries in the choroidal thickness

scientific article published on January 2016

Objective and expert-independent validation of retinal image registration algorithms by a projective imaging distortion model.

scientific article published on 28 April 2010

Objective quantification of the motion of soft tissues in the orbit

scientific article published in October 2000

Optical Coherence Tomography Analysis Based Prediction of Humphrey 24-2 Visual Field Thresholds in Patients With Glaucoma.

scientific article published on August 2017

Optical Coherence Tomography Noise Reduction Using Anisotropic Local Bivariate Gaussian Mixture Prior in 3D Complex Wavelet Domain

scientific article published on 10 October 2013

Optical density filters modeling media opacities cause decreased SD-OCT retinal layer thickness measurements with inter- and intra-individual variation

scientific article published on 08 December 2014

Optimal filter framework for automated, instantaneous detection of lesions in retinal images

scientific article published in February 2011

Outer Segment Length in Different Best Disease Genotypes

article

Pivotal trial of an autonomous AI-based diagnostic system for detection of diabetic retinopathy in primary care offices

scientific article published on 28 August 2018

Practical considerations for optic nerve location in telemedicine

scientific article published on 01 January 2009

Progress on retinal image analysis for age related macular degeneration

scientific article

Quantification of external limiting membrane disruption caused by diabetic macular edema from SD-OCT.

scientific article

Quantifying disrupted outer retinal-subretinal layer in SD-OCT images in choroidal neovascularization

scientific article

Quantitative analysis of retinal OCT.

scientific article

Quantitative measurement of retinal hemorrhages in suspected victims of child abuse.

scientific article published on 13 November 2014

Re-engineering the resident applicant selection process in ophthalmology: a literature review and recommendations for improvement.

scientific article published on March 2008

Relationships of retinal structure and humphrey 24-2 visual field thresholds in patients with glaucoma

scientific article

Results of Automated Retinal Image Analysis for Detection of Diabetic Retinopathy from the Nakuru Study, Kenya.

scientific article published on October 2015

Retinal Structure and Function in Perinatally HIV-Infected and cART-Treated Children: A Matched Case-Control Study.

scientific article published on June 2015

Retinal neurodegeneration may precede microvascular changes characteristic of diabetic retinopathy in diabetes mellitus

scientific article

Retinal vessel width measurement at branchings using an improved electric field theory-based graph approach.

scientific article

Ridge-based vessel segmentation in color images of the retina

scientific article published in April 2004

Robust multiscale stereo matching from fundus images with radiometric differences.

scientific article published on November 2011

Segmentation of the optic disc in 3-D OCT scans of the optic nerve head

scientific article

Segmentation of the optic disc, macula and vascular arch in fundus photographs

scientific article published in January 2007

Selection of Phototransduction Genes in Homo sapiens

scientific article published on 13 August 2013

Selective loss of inner retinal layer thickness in type 1 diabetic patients with minimal diabetic retinopathy

scientific article

Spatial Correspondence Between Intraretinal Fluid, Subretinal Fluid, and Pigment Epithelial Detachment in Neovascular Age-Related Macular Degeneration

scientific article published in August 2017

Spatiotemporal independent component analysis for the detection of functional responses in cat retinal images

scientific article published in August 2007

Splat feature classification with application to retinal hemorrhage detection in fundus images.

scientific article published on 15 November 2012

Stereo Photo Measured ONH Shape Predicts Development of POAG in Subjects With Ocular Hypertension

scientific article published in July 2015

Stimulus-evoked intrinsic optical signals in the retina: pharmacologic dissection reveals outer retinal origins.

scientific article published on 06 May 2009

Stimulus-evoked intrinsic optical signals in the retina: spatial and temporal characteristics.

scientific article published on 06 May 2009

Stratified Sampling Voxel Classification for Segmentation of Intraretinal and Subretinal Fluid in Longitudinal Clinical OCT Data

scientific article

Structural and biochemical analyses of choroidal thickness in human donor eyes.

scientific article published on 06 March 2014

Subvoxel accurate graph search using non-Euclidean graph space

scientific article

Sutureless Triplanar Sclerotomy for 23-Gauge Vitrectomy

scientific article published on 01 May 2011

Teaching and assessing professionalism in ophthalmology residency training programs.

scientific article published on May 2007

Teaching and assessing systems-based competency in ophthalmology residency training programs.

scientific article

Telehealth practice recommendations for diabetic retinopathy, second edition.

scientific article published on 04 October 2011

The Eye as a Window to the Brain: Neuroretinal Thickness Is Associated With Microstructural White Matter Injury in HIV-Infected Children.

scientific article published on July 2016

The Iowa ophthalmology wet laboratory curriculum for teaching and assessing cataract surgical competency.

scientific article published on May 2007

Thickness mapping of eleven retinal layers segmented using the diffusion maps method in normal eyes

scientific article published on 19 April 2015

Three-dimensional analysis of retinal layer texture: identification of fluid-filled regions in SD-OCT of the macula.

scientific article published on April 2010

Three-dimensional automated choroidal volume assessment on standard spectral-domain optical coherence tomography and correlation with the level of diabetic macular edema

scientific article published on 12 August 2014

Three-dimensional distribution of the vitelliform lesion, photoreceptors, and retinal pigment epithelium in the macula of patients with best vitelliform macular dystrophy

scientific article

Three-dimensional segmentation of fluid-associated abnormalities in retinal OCT: probability constrained graph-search-graph-cut

scientific article published on 19 March 2012

Use of Expectation Disconfirmation Theory to Test Patient Satisfaction with Asynchronous Telemedicine for Diabetic Retinopathy Detection

scientific article published on 11 October 2018

Use of a Supplemental Oxygen Protocol to Suppress Progression of Retinopathy of Prematurity

scientific article published on 01 February 2017

Utility of meibography in the evaluation of meibomian glands morphology in normal and diseased eyelids.

scientific article published on 13 October 2010

Validation of automated screening for referable diabetic retinopathy with the IDx-DR device in the Hoorn Diabetes Care System

scientific article published on 27 November 2017

Validation of retinal image registration algorithms by a projective imaging distortion model.

scientific article published on January 2007

Vessel boundary delineation on fundus images using graph-based approach.

scientific article

Visual stimulus-induced changes in human near-infrared fundus reflectance.

scientific article

Web-based screening for diabetic retinopathy in a primary care population: the EyeCheck project.

scientific article

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