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2018

Behdad Dashtbozorg; Jiong Zhang; Fan Huang; Bart ter Haar Romeny

Retinal Microaneurysms Detection using Local Convergence Index Features Journal Article

IEEE Transactions on Image Processing, 27 (7), pp. 3300-3315, 2018.

Links | BibTeX | Tags: computer-aided diagnosis, diabetic retinopathy, local convergence filter, microaneurysm detection, Retina

Retinal Microaneurysms Detection using Local Convergence Index Features

Samaneh Abbasi-Sureshjani; Behdad Dashtbozorg; Bart ter Haar Romeny; François Fleuret

Exploratory Study on Direct Prediction of Diabetes Using Deep Residual Networks Inproceedings

VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, pp. 797-802, 2018.

Links | BibTeX | Tags: Deep learning, Diabetes, diabetic retinopathy, ResNet, retinal images

Exploratory Study on Direct Prediction of Diabetes Using Deep Residual Networks

2017

Samaneh Abbasi-Sureshjani; Behdad Dashtbozorg; Bart ter Haar Romeny; François Fleuret

Boosted Exudate Segmentation in Retinal Images Using Residual Nets Inproceedings

{Fetal, Infant and Ophthalmic Medical Image Analysis: International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, Held in Conjunction with MICCAI 2017, pp. 210-218, Springer International Publishing, 2017.

Links | BibTeX | Tags: Diabetic macular edema, diabetic retinopathy, Exudate segmentation, Importance sampling, Residual nets, retinal images

Boosted Exudate Segmentation in Retinal Images Using Residual Nets

2016

Bart ter Haar Romeny; Erik Bekkers; Jiong Zhang; Samaneh Abbasi-Sureshjani; Fan Huang; Remco Duits; Behdad Dashtbozorg; et al.

Brain-inspired Algorithms for Retinal Image Analysis Journal Article

Machine Vision and Applications, 27 (8), pp. 1117-1135, 2016.

Links | BibTeX | Tags: diabetic retinopathy, Multi-orientation, Orientation scores, Retina, Screening, SE(2), Tortuosity, Vessel analysis

Brain-inspired Algorithms for Retinal Image Analysis

Fan Huang; Behdad Dashtbozorg; Jiong Zhang; Erik Bekkers; Samaneh Abbasi-Sureshjani; Tos T. J. M. Berendschot; Bart ter Haar Romeny

Reliability of Using Retinal Vascular Fractal Dimension as a Biomarker in the Diabetic Retinopathy Detection Journal Article

Journal of Ophthalmology, 2016 (6259047), pp. 1-13, 2016.

Links | BibTeX | Tags: diabetic retinopathy, fractal dimension, Retinal image

Reliability of Using Retinal Vascular Fractal Dimension as a Biomarker in the Diabetic Retinopathy Detection

Behdad Dashtbozorg; Jiong Zhang; Fan Huang; Bart ter Haar Romeny

Automatic Optic Disc and Fovea Detection in Retinal Images Using Super-Elliptical Convergence Index Filters Inproceedings

Campilho A., Karray F (Ed.): Image Analysis and Recognition. ICIAR 2016, Springer, 2016.

Links | BibTeX | Tags: Convergence index filter, diabetic retinopathy, fovea, optic disc, Retina

Automatic Optic Disc and Fovea Detection in Retinal Images Using Super-Elliptical Convergence Index Filters

2015

Behdad Dashtbozorg; Fan Huang; Jiong Zhang; Samaneh Abbasi-Sureshjani; Bart ter Haar Romeny

RetinaCheck, a New Platform for Early Detection of Diabetic Retinopathy Conference

Dutch Society for Pattern Recognition and Image Processing, NVPHBV 2015, 2015.

Links | BibTeX | Tags: computer-aided diagnosis, diabetic retinopathy, RetinaCheck