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Dr. Abramoff's Clinical Profile | Academic Profile
Dr. Abramoff's Profile at NARCIS Netherlands Academic Research Network
M.D. Abràmoff, P.J. Magelhaes, S.J. Ram, Image Processing with ImageJ. Biophotonics International, 11(7):36-42, 2004; over 2000 citations!
Keynote address presented by Michael Abramoff at SPIE Medical Imaging 2012, Biomedical Optics & Medical Imaging: "Automated
Detection of Retinal Disease: When Moore's Law Meets Baumol's Cost
Disease: The bright future of image based computer (Aided) diagnosis" (alternative video link: YouTube)
The still hard-to-find ultimate review on retinal image analysis: Abràmoff MD, Garvin M, Sonka M., Retinal Imaging and Image Analysis. IEEE Reviews in Biomedical Engineering 3:169-208, 2010
ROC: Retina Online Challenge – Online competition for the best microaneurysm detection algorithm, with a standardized set of 100 de-identified color images and reference standard. (server problems have disabled some functionality. Datasets may be downloaded from links below.)
DRIVE: Digital Retinal Images for Vessel Extraction – Online comparison retinal vessel detection algorithms, with a standardized set of 40 de-identified fovea centered retinal color images and reference standard
DERIVA: Digital Extraction from Retinal Images of Veins and Arteries - Automated method for identification and artery-venous classification of vessel trees in retinal vessel networks. Vinayak S. Joshi, Joseph M. Reinhardt, Mona K. Garvin, Michael D. Abramoff. PlosONE, Nov 2013
INSPIRE - Iowa Normative Set for Processing Images of the REtina - online set of 30 pairs of de-identified stereo color images of the optic nerve head, with reference standard, based on 3D OCT (INSPIRE DATASETS)
Iowa Reference Algorithm : Analysis and segmentation of retinal and
optic nerve head SD-OCT images is now freely available to researchers
in the form of the Iowa Reference Algorithm that we developed.
Retinal Image Matching – online set of retinal images for evaluation of retina registration algorithms, with reference standard.
Subvoxel Accurate Graph Search Using Non-Euclidean Graph Space. PLoS ONE, October, 2014
Iowa Retinal Telediagnosis - online diagnosis of diabetic retinopathy
EyeCheck - online diagnosis of diabetic retinopathy
Editorial on our research: The Retinator, Ophthalmology Times 35(13), 2010 | pdf
Bio-medical Imaging in Java Central (not updated since 2007, needs work)
Iowa Visual Field Reading Center
“It is truly an honor to work with and learn from Dr. Abramoff. I have so enjoyed my time at the VA in the Retina Clinic with him. He provides excellent guidance but also pushes residents to develop our own assessments and plans. He has also been a fabulous instructor for me with lasers."
"He clearly is dedicated to furthering the field of ophthalmology through all aspects of medicine - research, teaching, and clinical care. I look forward to continue working with him.”
"We're lucky to have him teaching residents and helping to care for our patients."
"Fun to work with and very knowledgable."