CGO-ensemble: Chaos game optimization algorithm-based fusion of deep neural networks for accurate Mpox detection

S Asif, M Zhao, Y Li, F Tang, Y Zhu - Neural Networks, 2024 - Elsevier
The rising global incidence of human Mpox cases necessitates prompt and accurate
identification for effective disease control. Previous studies have predominantly delved into …

Metaheuristics optimization-based ensemble of deep neural networks for Mpox disease detection

S Asif, M Zhao, F Tang, Y Zhu, B Zhao - Neural Networks, 2023 - Elsevier
The rising number of cases of human Mpox has emerged as a major global concern due to
the daily increase of cases in several countries. The disease presents various skin …

Deep hybrid model for Mpox disease diagnosis from skin lesion images

SUR Khan, S Asif, O Bilal, S Ali - International Journal of …, 2024 - Wiley Online Library
This research presents DNLR‐NET, a novel model designed for automated and accurate
diagnosis of MPox disease. The model's performance is constructed and validated using a …

A web-based mpox skin lesion detection system using state-of-the-art deep learning models considering racial diversity

SN Ali, MT Ahmed, T Jahan, J Paul, SM Sani… - arXiv preprint arXiv …, 2023 - arxiv.org
The recent'Mpox'outbreak, formerly known as' Monkeypox', has become a significant public
health concern and has spread to over 110 countries globally. The challenge of clinically …

Deep and transfer learning approaches for automated early detection of monkeypox (Mpox) alongside other similar skin lesions and their classification

M Pal, A Mahal, RK Mohapatra, AJ Obaidullah… - ACS …, 2023 - ACS Publications
The world faces multiple public health emergencies simultaneously, such as COVID-19 and
Monkeypox (mpox). mpox, from being a neglected disease, has emerged as a global threat …

[HTML][HTML] Automated monkeypox skin lesion detection using deep learning and transfer learning techniques

AS Jaradat, RE Al Mamlook, N Almakayeel… - International Journal of …, 2023 - mdpi.com
The current outbreak of monkeypox (mpox) has become a major public health concern
because of the quick spread of this disease across multiple countries. Early detection and …

Detection of Monkeypox from skin lesion images using deep learning networks and explainable artificial intelligence

T Nayak, K Chadaga, N Sampathila… - … in Science and …, 2023 - Taylor & Francis
Monkeypox (Mpox) resurfaced in January 2022 as a rare zoonotic disease that spreads to
many countries. Though the virus is not as dangerous as COVID-19, it has still caused many …

[HTML][HTML] Monkeypox detection from skin lesion images using an amalgamation of CNN models aided with Beta function-based normalization scheme

R Pramanik, B Banerjee, G Efimenko, D Kaplun… - Plos one, 2023 - journals.plos.org
We have recently been witnessing that our society is starting to heal from the impacts of
COVID-19. The economic, social and cultural impacts of a pandemic cannot be ignored and …

Deep transfer learning approaches for Monkeypox disease diagnosis

MM Ahsan, MR Uddin, MS Ali, MK Islam… - Expert Systems with …, 2023 - Elsevier
Monkeypox has become a significant global challenge as the number of cases increases
daily. Those infected with the disease often display various skin symptoms and can spread …

A Recent Survey of the Advancements in Deep Learning Techniques for Monkeypox Disease Detection

SH Khan, R Iqbal, S Naz - arXiv preprint arXiv:2311.10754, 2023 - arxiv.org
Monkeypox is a zoonotic infectious disease induced by the Monkeypox virus, part of the
poxviridae orthopoxvirus group initially discovered in Africa and gained global attention in …