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 …

AI-based approaches for the diagnosis of Mpox: challenges and future prospects

S Asif, M Zhao, Y Li, F Tang, S Ur Rehman Khan… - … Methods in Engineering, 2024 - Springer
Mpox, a zoonotic viral disease, poses a significant threat to human health, characterized by
its potential for human-to-human transmission and its manifestation in severe flu-like …

Convolutional neural networks: A survey

M Krichen - Computers, 2023 - mdpi.com
Artificial intelligence (AI) has become a cornerstone of modern technology, revolutionizing
industries from healthcare to finance. Convolutional neural networks (CNNs) are a subset of …

[HTML][HTML] Diagnosis of monkeypox disease using transfer learning and binary advanced dipper throated optimization algorithm

AH Alharbi, SK Towfek, AA Abdelhamid, A Ibrahim… - Biomimetics, 2023 - mdpi.com
The virus that causes monkeypox has been observed in Africa for several years, and it has
been linked to the development of skin lesions. Public panic and anxiety have resulted from …

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 …

Federated deep learning for monkeypox disease detection on gan-augmented dataset

D Kundu, MM Rahman, A Rahman, D Das… - IEEE …, 2024 - ieeexplore.ieee.org
After the coronavirus disease 2019 (COVID-19) outbreak, the viral infection known as
monkeypox gained significant attention, and the World Health Organization (WHO) classified …

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 …

Monkeypox diagnosis with interpretable deep learning

MM Ahsan, MS Ali, MM Hassan, TA Abdullah… - IEEE …, 2023 - ieeexplore.ieee.org
As the world gradually recovers from the impacts of COVID-19, the recent global spread of
Monkeypox disease has raised concerns about another potential pandemic, highlighting the …

PoxNet22: A fine-tuned model for the classification of monkeypox disease using transfer learning

F Yasmin, MM Hassan, M Hasan, S Zaman… - Ieee …, 2023 - ieeexplore.ieee.org
Officials in the field of public health are concerned about a new monkeypox outbreak, even
though the world is now experiencing an epidemic of COVID-19. Similar to variola, cowpox …

Detection of monkeypox disease from human skin images with a hybrid deep learning model

F Uysal - Diagnostics, 2023 - mdpi.com
Monkeypox, a virus transmitted from animals to humans, is a DNA virus with two distinct
genetic lineages in central and eastern Africa. In addition to zootonic transmission through …