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 …

Application of artificial intelligence techniques for monkeypox: a systematic review

K Chadaga, S Prabhu, N Sampathila, S Nireshwalya… - Diagnostics, 2023 - mdpi.com
Monkeypox or Mpox is an infectious virus predominantly found in Africa. It has spread to
many countries since its latest outbreak. Symptoms such as headaches, chills, and fever are …

Human monkeypox classification from skin lesion images with deep pre-trained network using mobile application

VH Sahin, I Oztel, G Yolcu Oztel - Journal of Medical Systems, 2022 - Springer
Recently, human monkeypox outbreaks have been reported in many countries. According to
the reports and studies, quick determination and isolation of infected people are essential to …

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 …

Classification of monkeypox images based on transfer learning and the Al-Biruni Earth Radius Optimization algorithm

AA Abdelhamid, ESM El-Kenawy, N Khodadadi… - Mathematics, 2022 - mdpi.com
The world is still trying to recover from the devastation caused by the wide spread of COVID-
19, and now the monkeypox virus threatens becoming a worldwide pandemic. Although the …

MonkeyNet: A robust deep convolutional neural network for monkeypox disease detection and classification

D Bala, MS Hossain, MA Hossain, MI Abdullah… - Neural Networks, 2023 - Elsevier
The monkeypox virus poses a new pandemic threat while we are still recovering from
COVID-19. Despite the fact that monkeypox is not as lethal and contagious as COVID-19 …

Monkeypox detection using CNN with transfer learning

M Altun, H Gürüler, O Özkaraca, F Khan, J Khan, Y Lee - Sensors, 2023 - mdpi.com
Monkeypox disease is caused by a virus that causes lesions on the skin and has been
observed on the African continent in the past years. The fatal consequences caused by virus …

An Al-Biruni earth radius optimization-based deep convolutional neural network for classifying monkeypox disease

DS Khafaga, A Ibrahim, ESM El-Kenawy… - Diagnostics, 2022 - mdpi.com
Human skin diseases have become increasingly prevalent in recent decades, with millions
of individuals in developed countries experiencing monkeypox. Such conditions often carry …

MOX-NET: Multi-stage deep hybrid feature fusion and selection framework for monkeypox classification

S Maqsood, R Damaševičius, S Shahid… - Expert Systems with …, 2024 - Elsevier
Background: Monkeypox virus has quickly expanded throughout several nations, raising
serious public health concerns. Lack of precautionary measures raises concerns about the …

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 …