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2019

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

Vascular Biomarkers for Diabetes and Diabetic Retinopathy Screening Book Chapter Forthcoming

Trucco, Emanuele; MacGillivray, Tom; Xu, Yanwu (Ed.): Computational Retinal Image Analysis, Chapter 18, Elsevier, 1st, Forthcoming, ISBN: 9780081028162.

Links | BibTeX | Tags: retinal images

Vascular Biomarkers for Diabetes and Diabetic Retinopathy Screening

2018

Jiong Zhang; Erik Bekkers; Da Chen; Tos T. J. M. Berendschot; Jan Schouten; Josien P. W. Pluim; Yonggang Shi; Behdad Dashtbozorg; Bart ter Haar Romeny

Reconnection of Interrupted Curvilinear Structures via Cortically Inspired Completion for Ophthalmologic Images Journal Article

IEEE Transactions on Biomedical Engineering, 65 (5), pp. 1151-1165, 2018.

Links | BibTeX | Tags: line completion, ophthalmologic images, orientation score (OS), retinal images, Vessel segmentation

Reconnection of Interrupted Curvilinear Structures via Cortically Inspired Completion for Ophthalmologic Images

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

Ana Maria Mendonça; Beatriz Remeseiro; Behdad Dashtbozorg; Aurélio Campilho

Automatic and Semi-automatic Approaches for Arteriolar-to-Venular Computation in Retinal Photographs Inproceedings

Proc. SPIE 10134, Medical Imaging 2017: Computer-Aided Diagnosis, pp. 10134-10134-7, 2017.

Links | BibTeX | Tags: arteriolar-to-venular, artery/vein classification, retinal images

Automatic and Semi-automatic Approaches for Arteriolar-to-Venular Computation in Retinal Photographs

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

Retinal Health Information and Notification System (RHINO) Inproceedings

Proc. SPIE 10134, Medical Imaging 2017: Computer-Aided Diagnosis, pp. 1013437-1013437-6, 2017.

Links | BibTeX | Tags: computer-aided diagnosis, retinal images, RHINO

Retinal Health Information and Notification System (RHINO)

2015

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Optic Disc Segmentation using the Sliding Band Filter Journal Article

Computers in Biology and Medicine, 56 , pp. 1-12, 2015.

Links | BibTeX | Tags: Boundary extraction, Optic disc segmentation, retinal images, Segmentation evaluation, Sliding band filter

Optic Disc Segmentation using the Sliding Band Filter

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Assessment of Retinal Vascular Changes Through Arteriolar-to-Venular Ratio Calculation Inproceedings

M., Kamel; A., Campilho (Ed.): Image Analysis and Recognition. ICIAR 2015, pp. 335-343, Springer, 2015.

Links | BibTeX | Tags: Arteriolar-to-venular ratio, artery/vein classification, Optic disc detection, retinal images, Vessel segmentation

Assessment of Retinal Vascular Changes Through Arteriolar-to-Venular Ratio Calculation

2014

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

An Automatic Graph-Based Approach for Artery/Vein Classification in Retinal Images Journal Article

IEEE Transactions on Image Processing , 23 (3), pp. 1073-1083, 2014.

Links | BibTeX | Tags: artery/vein classification, graph, retinal images, Vessel segmentation

An Automatic Graph-Based Approach for Artery/Vein Classification in Retinal Images

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

An Unsupervised Graph-based Method for Artery/Vein Classification in Retinal Images Conference

3rd International Symposium in Applied Bioimaging, 2014.

Links | BibTeX | Tags: artery/vein classification, graph, retinal images

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Assessment of Vascular Changes in Retinal Images Inproceedings

IEEE International Symposium on Medical Measurements and Applications (MeMeA), pp. 1-4, 2014.

Links | BibTeX | Tags: Arteriolar-to-venular ratio, artery/vein classification, Optic disc detection, retinal images, Vessel segmentation

Assessment of Vascular Changes in Retinal Images

2013

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Automatic Estimation of the Arteriolar-to-Venular Ratio in Retinal Images Using a Graph-Based Approach for Artery/Vein Classification Inproceedings

M., Kamel; A., Campilho (Ed.): Image Analysis and Recognition. ICIAR 2013, pp. 530-538, Springer, 2013.

Links | BibTeX | Tags: Arteriolar-to-venular ratio, artery/vein classification, Optic disc detection, retinal images, Vessel segmentation

Automatic Estimation of the Arteriolar-to-Venular Ratio in Retinal Images Using a Graph-Based Approach for Artery/Vein Classification

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Automatic Classification of Retinal Vessels Using Structural and Intensity Information Inproceedings

Sanches J.M and, Micó L; J.S., Cardoso (Ed.): Pattern Recognition and Image Analysis. IbPRIA 2013, pp. 600-607, 2013.

Links | BibTeX | Tags: artery/vein classification, graph, retinal images, Vessel segmentation

Automatic Classification of Retinal Vessels Using Structural and Intensity Information