[HTML][HTML] A comprehensive survey on emerging assistive technologies for visually impaired persons: lighting the path with visible light communications and artificial …

A Lavric, C Beguni, E Zadobrischi, AM Căilean… - Sensors, 2024 - mdpi.com
In the context in which severe visual impairment significantly affects human life, this article
emphasizes the potential of Artificial Intelligence (AI) and Visible Light Communications …

Wavelet scattering transform application in classification of retinal abnormalities using OCT images

Z Baharlouei, H Rabbani, G Plonka - Scientific Reports, 2023 - nature.com
To assist ophthalmologists in diagnosing retinal abnormalities, Computer Aided Diagnosis
has played a significant role. In this paper, a particular Convolutional Neural Network based …

Redundancy reduced depthwise separable convolution for glaucoma classification using OCT images

AP Sunija, VP Gopi, P Palanisamy - Biomedical Signal Processing and …, 2022 - Elsevier
Glaucoma is a chronic progressive optic neuropathy characterized by the impairment of the
optic nerve, and if it is left untreated, it may lead to irreversible vision loss. So, the early …

Distinctions between Choroidal Neovascularization and Age Macular Degeneration in Ocular Disease Predictions via Multi-Size Kernels ξcho-Weighted Median …

A Liew, S Agaian, S Benbelkacem - Diagnostics, 2023 - mdpi.com
Age-related macular degeneration is a visual disorder caused by abnormalities in a part of
the eye's retina and is a leading source of blindness. The correct detection, precise location …

A Comprehensive Survey on Detection of Ocular and Non-Ocular diseases using Color Fundus Images

M Gupta, S Gupta, G Palanisamy, JS Nisha… - IEEE …, 2024 - ieeexplore.ieee.org
This study examines the application of color fundus imaging for detecting both ocular and
non-ocular diseases using recent advancements in machine learning techniques. Fundus …

Early diagnosis of Alzhiemer's disease using wavelet-pooling based deep convolutional neural network

M Raju, V P. Gopi, VS Anitha, A Sherawat - Sādhanā, 2023 - Springer
Coronal anatomic slices of structural MRI images clearly show the topographical structures
of the Hippocampus and Amygdala, which are essential for early diagnosis of Alzheimer's …

Research on an artificial intelligence-based myopic maculopathy grading method using EfficientNet

B Zheng, M Zhang, S Zhu, M Wu, L Chen… - Indian journal of …, 2024 - journals.lww.com
Purpose: We aimed to develop an artificial intelligence-based myopic maculopathy grading
method using EfficientNet to overcome the delayed grading and diagnosis of different …

Automatic Screening System to Distinguish Benign/Malignant Breast-Cancer Histology Images Using Optimized Deep and Handcrafted Features

Y Yang - International Journal of Computational Intelligence …, 2023 - Springer
Breast Cancer (BC) has been increasing in incidence among women for a variety of
reasons, and prompt detection and management are essential to reducing mortality rates. In …

Alpha mean trim texture descriptors for optical coherence tomography eye classification

A Liew, L Ryan, S Agaian - Multimodal Image Exploitation and …, 2022 - spiedigitallibrary.org
Accurate ocular disorder classification and estimation of cornea depth and morphological
changes depends on clear imaging of the affected structures. Ophthalmologists typically …

Ensemble learning for retinal disease recognition under limited resources

J Wang, H Peng, S Chen, S Ren - Medical & Biological Engineering & …, 2024 - Springer
Retinal optical coherence tomography (OCT) images provide crucial insights into the health
of the posterior ocular segment. Therefore, the advancement of automated image analysis …