Cataract grading systems: a review of past and present

HE Gali, R Sella, NA Afshari - Current opinion in ophthalmology, 2019 - journals.lww.com
Cataract grading schemes have provided ophthalmologists with a way to communicate
clinical findings and to compare new developments in diagnostic technologies. As …

A hybrid global-local representation CNN model for automatic cataract grading

X Xu, L Zhang, J Li, Y Guan… - IEEE journal of biomedical …, 2019 - ieeexplore.ieee.org
Cataract is one of the most serious eye diseases leading to blindness. Early detection and
treatment can reduce the rate of blindness in cataract patients. However, the professional …

Unified diagnosis framework for automated nuclear cataract grading based on smartphone slit-lamp images

S Hu, X Wang, H Wu, X Luan, P Qi, Y Lin, X He… - IEEE …, 2020 - ieeexplore.ieee.org
Cataract constitutes half of the blindness cases worldwide; hence, detecting and treating
cataracts in a timely manner are effective strategies for blindness prevention. Recently …

Automatic cataract diagnosis by image-based interpretability

J Li, X Xu, Y Guan, A Imran, B Liu… - … on systems, man …, 2018 - ieeexplore.ieee.org
Cataract is defined as a lenticular opacity presenting usually with poor visual acuity. It is
considered the most common cause of blindness. Early diagnosis and treatment can reduce …

MTCD: Cataract detection via near infrared eye images

P Tripathi, Y Akhter, M Khurshid, A Lakra… - Computer Vision and …, 2022 - Elsevier
Globally, cataract is a common eye disease and one of the leading causes of blindness and
vision impairment. The traditional process of detecting cataracts involves eye examination …

ACCV: automatic classification algorithm of cataract video based on deep learning

S Hu, X Luan, H Wu, X Wang, C Yan, J Wang… - BioMedical Engineering …, 2021 - Springer
Purpose A real-time automatic cataract-grading algorithm based on cataract video is
proposed. Materials and methods In this retrospective study, we set the video of the eye lens …

Automated detection of eye related diseases using digital image processing

S Kumar, S Pathak, B Kumar - Handbook of multimedia information …, 2019 - Springer
This chapter presents techniques for automated detection of various eye diseases using
digital image processing. Human eyes suffer from variety of abnormalities due to aging …

Performing high accuracy of the system for cataract detection using statistical texture analysis and K-Nearest Neighbor

YN Fuadah, AW Setiawan… - … International Seminar on …, 2015 - ieeexplore.ieee.org
Early detection of cataract considered as an important solution to prevent the increasing
number of cataract in develo** country, especially in Indonesia. A cataract will be a …

[HTML][HTML] A robust automated cataract detection algorithm using diagnostic opinion based parameter thresholding for telemedicine application

S Pathak, B Kumar - Electronics, 2016 - mdpi.com
This paper proposes and evaluates an algorithm to automatically detect the cataracts from
color images in adult human subjects. Currently, methods available for cataract detection …