Fundus image classification using VGG-19 architecture with PCA and SVD
Automated medical image analysis is an emerging field of research that identifies the
disease with the help of imaging technology. Diabetic retinopathy (DR) is a retinal disease …
disease with the help of imaging technology. Diabetic retinopathy (DR) is a retinal disease …
Deep-learning-based automatic computer-aided diagnosis system for diabetic retinopathy
RF Mansour - Biomedical engineering letters, 2018 - Springer
The high-pace rise in advanced computing and imaging systems has given rise to a new
research dimension called computer-aided diagnosis (CAD) system for various biomedical …
research dimension called computer-aided diagnosis (CAD) system for various biomedical …
[Retracted] Intelligent Solutions in Chest Abnormality Detection Based on YOLOv5 and ResNet50
Y Luo, Y Zhang, X Sun, H Dai… - Journal of healthcare …, 2021 - Wiley Online Library
Computer‐aided diagnosis (CAD) has nearly fifty years of history and has assisted many
clinicians in the diagnosis. With the development of technology, recently, researches use the …
clinicians in the diagnosis. With the development of technology, recently, researches use the …
One-stage methods of computer vision object detection to classify carious lesions from smartphone imaging
The current study aimed to implement and validate an automation system to detect carious
lesions from smartphone images using different one-stage deep learning techniques. 233 …
lesions from smartphone images using different one-stage deep learning techniques. 233 …
Chest x-rays abnormalities localization and classification using an ensemble framework of deep convolutional neural networks
Medical X-rays are one of the primary choices for diagnosis because of their potential to
disclose previously undetected pathologic changes, non-invasive qualities, radiation …
disclose previously undetected pathologic changes, non-invasive qualities, radiation …
[PDF][PDF] Early detection of glaucoma through retinal nerve fiber layer analysis using fractal dimension and texture feature
The retinal nerve fiber layer (RNFL) is a vital part of human visual system, which can be
directly observed by the fundus camera. This paper describes a method for glaucomatous …
directly observed by the fundus camera. This paper describes a method for glaucomatous …
Detection of exudates in diabetic retinopathy
Diabetic Retinopathy (DR) is an eye abnormality in which the human retina will get affected
and is becoming one of the leading cause of preventable blindness. In the world, it is found …
and is becoming one of the leading cause of preventable blindness. In the world, it is found …
Guassian transformed GLCM features for classifying diabetic retinopathy
V Suryawanshi, S Setpal - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
Diabetic Retinopathy, one of the commonest causes of blindness among people hence
detection and treatment at early stages is mandatory. Various lesions which are present in …
detection and treatment at early stages is mandatory. Various lesions which are present in …
Detection of neovascularization near the optic disk due to diabetic retinopathy
DFG Coelho, RM Rangayyan… - 2016 24th European …, 2016 - ieeexplore.ieee.org
We propose a technique for detection of neovascularization near the optic disk due to
diabetic retinopathy. Images of the retinal fundus are analyzed using a measure of angular …
diabetic retinopathy. Images of the retinal fundus are analyzed using a measure of angular …
Image Processing based detection of abnormal tissue in Magnetic Resonance Images
I Singh, M Arora - … 2nd International Conference on Trends in …, 2018 - ieeexplore.ieee.org
Biomedical imaging methods facilitate easy visualisation as well as recognition of the
slightest abnormalities within the human body. Cognizance of abnormalities before they turn …
slightest abnormalities within the human body. Cognizance of abnormalities before they turn …