Automated microaneurysms detection in retinal images using radon transform and supervised learning: application to mass screening of diabetic retinopathy

Meysam Tavakoli; Alireza Mehdizadeh; Afshin Aghayan; Reza Pourreza Shahri; Tim Ellis; Jamshid Dehmeshki

doi:10.1109/access.2021.3074458

Automated microaneurysms detection in retinal images using radon transform and supervised learning: application to mass screening of diabetic retinopathy

Meysam Tavakoli
, Alireza Mehdizadeh
, Afshin Aghayan
, Reza Pourreza Shahri
, Tim Ellis
, Jamshid Dehmeshki

Indiana University-Purdue University Indianapolis
Shiraz University of Medical Sciences
Oklahoma State University
University of Texas at Dallas
Kingston University
Image Analysis Group

Research output: Contribution to journal › Article › peer-review

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Original language	English
Pages (from-to)	67302-67314
Journal	IEEE Access
Volume	9
Early online date	20 Apr 2021
DOIs	https://doi.org/10.1109/access.2021.3074458
Publication status	Published - 2021

Keywords

Computer science and informatics
General Computer Science
General Engineering
General Materials Science

Access to Document

10.1109/access.2021.3074458

Ellis-T-48955-VoRFinal published version, 2.17 MBLicence: CC BY

https://doi.org/10.1109/access.2021.3074458

Cite this

@article{f17ce4223458415784be8951799ac28e,

title = "Automated microaneurysms detection in retinal images using radon transform and supervised learning: application to mass screening of diabetic retinopathy",

keywords = "Computer science and informatics, General Computer Science, General Engineering, General Materials Science",

author = "Meysam Tavakoli and Alireza Mehdizadeh and Afshin Aghayan and Shahri, \{Reza Pourreza\} and Tim Ellis and Jamshid Dehmeshki",

year = "2021",

doi = "10.1109/access.2021.3074458",

language = "English",

volume = "9",

pages = "67302--67314",

journal = "IEEE Access",

issn = "2169-3536",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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T2 - application to mass screening of diabetic retinopathy

AU - Tavakoli, Meysam

AU - Mehdizadeh, Alireza

AU - Aghayan, Afshin

AU - Shahri, Reza Pourreza

AU - Ellis, Tim

AU - Dehmeshki, Jamshid

PY - 2021

Y1 - 2021

KW - Computer science and informatics

KW - General Computer Science

KW - General Engineering

KW - General Materials Science

U2 - 10.1109/access.2021.3074458

DO - 10.1109/access.2021.3074458

M3 - Article

SN - 2169-3536

VL - 9

SP - 67302

EP - 67314

JO - IEEE Access

JF - IEEE Access

ER -