Nature-inspired optimization algorithms and their significance in multi-thresholding image segmentation: an inclusive review

R Rai, A Das, KG Dhal - Evolving Systems, 2022 - Springer
Multilevel Thresholding (MLT) is considered as a significant and imperative research field in
image segmentation that can efficiently resolve difficulties aroused while analyzing the …

Automatic detection of breast cancer in ultrasound images using Mayfly algorithm optimized handcrafted features

K Vijayakumar, V Rajinikanth… - Journal of X-Ray …, 2022 - content.iospress.com
BACKGROUND: The incidence rates of breast cancer in women community is progressively
raising and the premature diagnosis is necessary to detect and cure the disease …

Tuberculosis detection in chest X-ray using Mayfly-algorithm optimized dual-deep-learning features

MP Rajakumar, R Sonia… - Journal of X-Ray …, 2021 - content.iospress.com
Abstract World-Health-Organization (WHO) has listed Tuberculosis (TB) as one among the
top 10 reasons for death and an early diagnosis will help to cure the patient by giving …

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 …

Automated method for real-time AMD screening of fundus images dedicated for mobile devices

SB Sayadia, Y Elloumi, R Kachouri, M Akil… - Medical & Biological …, 2022 - Springer
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 …

Deep and handcrafted feature supported diabetic retinopathy detection: A study

S Kadry, RG Crespo, E Herrera-Viedma… - Procedia Computer …, 2023 - Elsevier
The eye is the prime sensory organ in physiology, and the abnormality in the eye severely
influences the vision system. Therefore, eye irregularity is commonly assessed using …

AMD-Net: Automatic subretinal fluid and hemorrhage segmentation for wet age-related macular degeneration in ocular fundus images

P Li, L Liang, Z Gao, X Wang - Biomedical Signal Processing and Control, 2023 - Elsevier
Age-related macular degeneration (AMD) is a chronic, progressively degenerative disorder
of the macular. Wet AMD is responsible for 80 to 90 percent of all AMD-related blindness …

Particle swarm optimization and salp swarm algorithm for the segmentation of diabetic retinal blood vessel images

L Deng, S Liu, X Wang, G Zhao… - Computational …, 2022 - Wiley Online Library
In recent years, the incidence of diabetes has been increasing year by year. Since most of
the fundus lesions are located near blood vessels, the image information is complex, and …

Machine Learning and GLCM Analysis for Enhanced AMD Detection in Retinal Image

R Loganathan, S Latha - Biomedical Physics & Engineering …, 2025 - iopscience.iop.org
Global blindness is substantially influenced by age-related macular degeneration (AMD). It
significantly shortens people's lives and severely impairs their visual acuity. AMD is …

Evaluation of COVID-19 lesion from CT scan slices: a study using entropy-based thresholding and DRLS segmentation

H Lin - Frontiers of Artificial Intelligence in Medical Imaging, 2022 - iopscience.iop.org
Pneumonia is one of the primary lung diseases in humans, causing mild to severe
respiratory problems. Timely screening and treatment execution is essential to control and …