Implementation and use of disease diagnosis systems for electronic medical records based on machine learning: A complete review
Electronic health records are used to extract patient's information instantly and remotely,
which can help to keep track of patients' due dates for checkups, immunizations, and to …
which can help to keep track of patients' due dates for checkups, immunizations, and to …
A Transfer Learning and U-Net-based automatic detection of diabetic retinopathy from fundus images
Diabetic retinopathy (DR) is an ocular manifestation of diabetes and the leading cause of
visual impairment and blindness across the globe. Early detection and treatment of DR can …
visual impairment and blindness across the globe. Early detection and treatment of DR can …
The need for artificial intelligence based risk factor analysis for age-related macular degeneration: a review
In epidemiology, a risk factor is a variable associated with increased disease risk.
Understanding the role of risk factors is significant for developing a strategy to improve …
Understanding the role of risk factors is significant for developing a strategy to improve …
Improved Support Vector Machine based on CNN-SVD for vision-threatening diabetic retinopathy detection and classification
The integration of artificial intelligence (AI) in diagnosing diabetic retinopathy, a major
contributor to global vision impairment, is becoming increasingly pronounced. Notably, the …
contributor to global vision impairment, is becoming increasingly pronounced. Notably, the …
Automated cataract disease detection on anterior segment eye images using adaptive thresholding and fine tuned inception-v3 model
Early detection of cataracts plays a vital role in ensuring the prevention of vision loss. This
paper aims to propose an algorithm that will act as an assistive measure in the process of …
paper aims to propose an algorithm that will act as an assistive measure in the process of …
Automatic Cataract Severity Detection and Grading Using Deep Learning
S Yadav, JKPS Yadav - Journal of Sensors, 2023 - Wiley Online Library
Cataracts are an eye condition that causes the eye's lens to become cloudy and is a
significant cause of vision loss worldwide. Accurate and timely detection and diagnosis of …
significant cause of vision loss worldwide. Accurate and timely detection and diagnosis of …
Detection of glaucoma on fundus images using deep learning on a new image set obtained with a smartphone and handheld ophthalmoscope
CP Bragança, JM Torres, CPA Soares, LO Macedo - Healthcare, 2022 - mdpi.com
Statistics show that an estimated 64 million people worldwide suffer from glaucoma. To aid
in the detection of this disease, this paper presents a new public dataset containing eye …
in the detection of this disease, this paper presents a new public dataset containing eye …
Cataract grading method based on deep convolutional neural networks and stacking ensemble learning
Y Elloumi - International Journal of Imaging Systems and …, 2022 - Wiley Online Library
The cataract is the most common cause of severe vision impairment or blindness worldwide.
A periodical diagnosis is recommended in order to prevent cataract severity, where …
A periodical diagnosis is recommended in order to prevent cataract severity, where …
Computer‐aided diagnosis of cataract severity using retinal fundus images and deep learning
JKPS Yadav, S Yadav - Computational Intelligence, 2022 - Wiley Online Library
Cataracts are lenticular opacities that can appear in different parts of the lens in the eye and
are a leading cause of blindness globally. Accurate detection and early‐stage diagnosis can …
are a leading cause of blindness globally. Accurate detection and early‐stage diagnosis can …
Automated identification of cataract severity using retinal fundus images
Cataract is the most prevalent cause of blindness worldwide, which accounts for more than
51% of overall blindness. The early detection of cataract can salvage impaired vision …
51% of overall blindness. The early detection of cataract can salvage impaired vision …