MobileNetV2-based deep learning architecture with progressive transfer learning for accurate monkeypox detection

MSAM Al-Gaashani, W Xu, EY Obsie - Applied Soft Computing, 2025 - Elsevier
The recent monkeypox disease outbreak and its serious implications emphasize the urgent
necessity for advanced diagnostic tools capable of rapid and accurate disease detection. In …

Classification of monkeypox images using Al-Biruni earth radius optimization with deep convolutional neural network

AH Alharbi - AIP Advances, 2024 - pubs.aip.org
There is a connection that has been established between the virus responsible for
monkeypox and the formation of skin lesions. This virus has been detected in Africa for many …

Automatic Monkeypox Disease Detection from Preprocessed Images using MobileNetV2

R Mohan, R Damasevicius, D Taniar… - … Conference on Bio …, 2024 - ieeexplore.ieee.org
The prevalence of infectious diseases in humankind is increasing globally due to a variety of
reasons, and accurate diagnosis and treatment will help control/cure the disease. A severe …

Monkeypox diagnosis based on probabilistic K-nearest neighbors (PKNN) algorithm

AI Saleh, SA Hussien - Computers in Biology and Medicine, 2025 - Elsevier
Although it is not a new illness and has been around since the previous century, monkeypox
later resurgence is fraught with difficulties. This study presents a novel approach of …

[HTML][HTML] Unleashing the power of Manta Rays Foraging Optimizer: A novel approach for hyper-parameter optimization in skin cancer classification

S Adamu, H Alhussian, N Aziz, SJ Abdulkadir… - … Signal Processing and …, 2025 - Elsevier
Optimizing hyperparameters is crucial for improving the performance of deep learning (DL)
models, especially in complex applications like skin cancer classification from dermoscopic …

ACGAN: adaptive conditional generative adversarial network architecture predicting skin lesion using collaboration of transfer learning models

R Gomathi, S Gnanavel, KE Narayana… - Automatika: časopis za …, 2024 - hrcak.srce.hr
ACGAN: adaptive conditional generative adversarial network architecture predicting skin lesion
using Page 1 Automatika Journal for Control, Measurement, Electronics, Computing and …

MSPMformer: the Fusion of Transformers and Multi-scale Perception Modules Skin Lesion Segmentation Algorithm

G Yang, Z Geng, Q Wang - IEEE Access, 2024 - ieeexplore.ieee.org
Aiming at the problems of dermatoscopic images such as hair occlusion, boundary-blurring,
and high color variability, this paper proposes the fusion of Transformers and multi-scale …

Monkeypox Detection with Deep-Learning and Ensemble of Features: A Study

V Ra**ikanth, D Taniar… - 2024 4th International …, 2024 - ieeexplore.ieee.org
There is a growing global prevalence of infectious diseases in the human population and it
is imperative to have precise diagnosis and therapy in order to effectively cure these …

A Streamlined Approach towards Monkeypox Detection

S Kulkarni, J Oza, A Patil, R More, G Kambli… - Authorea Preprints, 2023 - techrxiv.org
Monkeypox has recently emerged as a public health emergency with rising cases
worldwide. Early clinical diagnosis is challenging due to symptom overlap with other …