Ar-HGSO: Autoregressive-Henry Gas Sailfish Optimization enabled deep learning model for diabetic retinopathy detection and severity level classification

JGR Elwin, J Mandala, B Maram, RR Kumar - … Signal Processing and …, 2022 - Elsevier
Diabetic Retinopathy (DR) is one the most important problems of diabetics and it directs to
the main cause of blindness. When proper treatment is afforded for DR patients, almost 90 …

Optimized Deep Learning for the Classification of Parkinson's Disease Based on Voice Features

S Sharanyaa, M Sambath… - Critical Reviews™ in …, 2022 - dl.begellhouse.com
Parkinson's disease (PD) is a neurodegenerative disorder. Hence, there is a tremendous
demand for adapting vocal features to determine PD in an earlier stage. This paper devises …

Wrapper-based feature selection and optimization-enabled hybrid deep learning framework for stock market prediction

PR Patil, D Parasar, S Charhate - International Journal of …, 2024 - World Scientific
Stock market is a significant element of economic market. Accurate forecasting of stock
market is very helpful to shareholders because future prediction of a stock value will elevate …

GWLM–NARX: Grey Wolf Levenberg–Marquardt-based neural network for rainfall prediction

R Mohd, MA Butt, MZ Baba - Data technologies and applications, 2020 - emerald.com
Purpose Weather forecasting is the trending topic around the world as it is the way to predict
the threats posed by extreme rainfall conditions that lead to damage the human life and …

Metaheuristic assisted hybrid classifier for bitcoin price prediction

R Gupta, JE Nalavade - Cybernetics and Systems, 2023 - Taylor & Francis
Bitcoin has recently been greatly regarded as an investment asset. It is incredibly
unpredictable despite being the biggest digital currency. Therefore, accurate forecasting is …

Improved invasive weed bird swarm optimization algorithm (IWBSOA) enabled hybrid deep learning classifier for diabetic prediction

CN Aher, AK Jena - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
The diabetic disease is a quick-rising persistent disease among humans. Diabetes is also
named diabetes mellitus, and it is the most significant hazard disease in recent days. In this …

Glaucoma detection using hybrid architecture based on optimal deep neuro fuzzy network

V Gampala, B Maram, S Vigneshwari… - International Journal of …, 2022 - Wiley Online Library
Glaucoma represents dangerous ailment, which affected the nervous model and causes
loss of vision. Several researchers developed automated discovery of glaucoma, but …

Intelligent skin cancer diagnosis using adaptive k‐means segmentation and deep learning models

BKM Enturi, A Suhasini… - … and Computation: Practice …, 2023 - Wiley Online Library
Since melanoma spreads swiftly throughout the body, it is typically a deadly form of skin
cancer. Only when skin cancer is discovered early on is it usually treatable. In order to do …

Hybrid features and optimization‐driven recurrent neural network for glaucoma detection

F Ajesh, R Ravi - International Journal of Imaging Systems and …, 2020 - Wiley Online Library
Glaucoma is considered as the main source of irrevocable loss of vision. The earlier
diagnosis of glaucoma is essential to provide earlier treatment and to reduce vision loss …

Honey Badger Aquila optimization-based deep learning with multi-kernel shape index histograms for diabetic macular edema classification

S Reddy, S Soma - Biomedical Signal Processing and Control, 2025 - Elsevier
Abstract Diabetic Macular Edema (DME) is the foremost reason for vision loss in patients
having Diabetic Retinopathy (DR). In the earlier diagnosis of DR, Optical Coherence …