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Automated microaneurysms detection in retinal images using radon transform and supervised learning: application to mass screening of diabetic retinopathy
Detection of red lesions in color retinal images is a critical step to prevent the development
of vision loss and blindness associated with diabetic retinopathy (DR). Microaneurysms …
of vision loss and blindness associated with diabetic retinopathy (DR). Microaneurysms …
A complementary method for automated detection of microaneurysms in fluorescein angiography fundus images to assess diabetic retinopathy
Early detection of microaneurysms (MAs), the first sign of Diabetic Retinopathy (DR), is an
essential first step in automated detection of DR to prevent vision loss and blindness. This …
essential first step in automated detection of DR to prevent vision loss and blindness. This …
Automated method for real-time AMD screening of fundus images dedicated for mobile devices
Aged macular degeneration (AMD) leads to a progressive decline in visual acuity until
reaching blindness. It is considered as an irreversible pathology where an early diagnosis …
reaching blindness. It is considered as an irreversible pathology where an early diagnosis …
Automatic analysis of microaneurysms turnover to diagnose the progression of diabetic retinopathy
J Xu, X Zhang, H Chen, J Li, J Zhang, L Shao… - IEEE …, 2018 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is one of the most common microvascular complications and its
early detection is critical for the prevention of vision loss. Recent studies have indicated that …
early detection is critical for the prevention of vision loss. Recent studies have indicated that …
Automated detection of microaneurysms in color fundus images using deep learning with different preprocessing approaches
Imaging methods by using computer techniques provide doctors assistance at any time and
relieve their workload, especially for iterative processes like identifying objects of interest …
relieve their workload, especially for iterative processes like identifying objects of interest …
Unsupervised automated retinal vessel segmentation based on Radon line detector and morphological reconstruction
Retinal blood vessel segmentation and analysis is critical for the computer‐aided diagnosis
of different diseases such as diabetic retinopathy. This study presents an automated …
of different diseases such as diabetic retinopathy. This study presents an automated …
The efficacy of microaneurysms detection with and without vessel segmentation in color retinal images
M Tavakoli, M Nazar… - Medical imaging 2020 …, 2020 - spiedigitallibrary.org
Computer-Aided Diagnosis systems are required to extract suitable information about retina
and its changes. In particular, identifying objects of interest such as lesions and anatomical …
and its changes. In particular, identifying objects of interest such as lesions and anatomical …
Comparing different preprocessing methods in automated segmentation of retinal vasculature
Computer methods and image processing provide medical doctors assistance at any time
and relieve their work load, especially for iterative processes like identifying objects of …
and relieve their work load, especially for iterative processes like identifying objects of …
Quantitative evaluation of the effect of attenuation correction in SPECT images with CT-derived attenuation
M Tavakoli, M Naij - Medical Imaging 2019: Physics of Medical …, 2019 - spiedigitallibrary.org
In this study, we assessed the importance of attenuation correction by quantitative
evaluation of errors associated with attenuation in myocardial SPECT in a phantom study …
evaluation of errors associated with attenuation in myocardial SPECT in a phantom study …
Automated method for hierarchal detection and grading of diabetic retinopathy
N Sengar, MK Dutta - Computer Methods in Biomechanics and …, 2018 - Taylor & Francis
This paper proposes an automated method for comprehensive detection and grading of non-
proliferative diabetic retinopathy (NPDR) taking all DR abnormalities into consideration …
proliferative diabetic retinopathy (NPDR) taking all DR abnormalities into consideration …