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In recent months, the monkeypox (mpox) virus -- previously endemic in a limited area of the world -- has started spreading in multiple countries until being declared a ``public health emergency of international concern'' by the World Health…

Image and Video Processing · Electrical Eng. & Systems 2023-05-31 Mattia Giovanni Campana , Marco Colussi , Franca Delmastro , Sergio Mascetti , Elena Pagani

The recent monkeypox outbreak has become a public health concern due to its rapid spread in more than 40 countries outside Africa. Clinical diagnosis of monkeypox in an early stage is challenging due to its similarity with chickenpox and…

Computer Vision and Pattern Recognition · Computer Science 2022-07-08 Shams Nafisa Ali , Md. Tazuddin Ahmed , Joydip Paul , Tasnim Jahan , S. M. Sakeef Sani , Nawsabah Noor , Taufiq Hasan

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 diagnosing mpox early on is due, in part, to its similarity…

Computer Vision and Pattern Recognition · Computer Science 2023-06-27 Shams Nafisa Ali , Md. Tazuddin Ahmed , Tasnim Jahan , Joydip Paul , S. M. Sakeef Sani , Nawsabah Noor , Anzirun Nahar Asma , Taufiq Hasan

Since mpox can spread from person to person, it is a zoonotic viral illness that poses a significant public health concern. It is difficult to make an early clinical diagnosis because of how closely its symptoms match those of measles and…

Computer Vision and Pattern Recognition · Computer Science 2025-05-06 Md. Zahid Hossain , Md. Rakibul Islam , Most. Sharmin Sultana Samu

Monkeypox virus is emerging slowly with the decline of COVID-19 virus infections around the world. People are afraid of it, thinking that it would appear as a pandemic like COVID-19. As such, it is crucial to detect them earlier before…

Image and Video Processing · Electrical Eng. & Systems 2022-10-07 Chiranjibi Sitaula , Tej Bahadur Shahi

Monkeypox virus (MPXV) is a zoonotic virus that poses a significant threat to public health, particularly in remote parts of Central and West Africa. Early detection of monkeypox lesions is crucial for effective treatment. However, due to…

Computer Vision and Pattern Recognition · Computer Science 2026-02-11 Fatema Jannat Dihan , Saydul Akbar Murad

In the aftermath of the COVID-19 pandemic and amid accelerating climate change, emerging infectious diseases, particularly those arising from zoonotic spillover, remain a global threat. Mpox (caused by the monkeypox virus) is a notable…

Image and Video Processing · Electrical Eng. & Systems 2024-11-19 Xu Cao , Wenqian Ye , Kenny Moise , Megan Coffee

As the world is still trying to rebuild from the destruction caused by the widespread reach of the COVID-19 virus, and the recent alarming surge of human monkeypox disease outbreaks in numerous countries threatens to become a new global…

Image and Video Processing · Electrical Eng. & Systems 2022-11-29 Md. Enamul Haque , Md. Rayhan Ahmed , Razia Sultana Nila , Salekul Islam

While the world is still attempting to recover from the damage caused by the broad spread of COVID-19, the Monkeypox virus poses a new threat of becoming a global pandemic. Although the Monkeypox virus itself is not deadly and contagious as…

Image and Video Processing · Electrical Eng. & Systems 2022-06-07 Md Manjurul Ahsan , Muhammad Ramiz Uddin , Mithila Farjana , Ahmed Nazmus Sakib , Khondhaker Al Momin , Shahana Akter Luna

The recent monkeypox outbreak has raised significant public health concerns due to its rapid spread across multiple countries. Monkeypox can be difficult to distinguish from chickenpox and measles in the early stages because the symptoms of…

Image and Video Processing · Electrical Eng. & Systems 2024-08-14 Niloy Kumar Kundu , Mainul Karim , Sarah Kobir , Dewan Md. Farid

Monkeypox is a viral disease characterized by distinctive skin lesions and has been reported in many countries. The recent global outbreak has emphasized the urgent need for scalable, accessible, and accurate diagnostic solutions to support…

Computer Vision and Pattern Recognition · Computer Science 2025-05-27 Huda Alghoraibi , Nuha Alqurashi , Sarah Alotaibi , Renad Alkhudaydi , Bdoor Aldajani , Lubna Alqurashi , Jood Batweel , Maha A. Thafar

The recent development of Monkeypox disease among various nations poses a global pandemic threat when the world is still fighting Coronavirus Disease-2019 (COVID-19). At its dawn, the slow and steady transmission of Monkeypox disease among…

Image and Video Processing · Electrical Eng. & Systems 2022-11-16 Md Manjurul Ahsan , Tareque Abu Abdullah , Md Shahin Ali , Fatematuj Jahora , Md Khairul Islam , Amin G. Alhashim , Kishor Datta Gupta

Monkeypox is a zoonotic disease. About 87000 cases of monkeypox were confirmed by the World Health Organization until 10th June 2023. The most prevalent methods for identifying this disease are image-based recognition techniques. Still,…

Machine Learning · Computer Science 2023-11-01 Alireza Farzipour , Roya Elmi , Hamid Nasiri

Mpox (formerly monkeypox) is a zoonotic disease caused by an orthopoxvirus closely related to variola and remains a significant global public health concern. During outbreaks, social media platforms like X (formerly Twitter) can both inform…

Social and Information Networks · Computer Science 2025-05-28 Linfeng , Zhao , Rishul Bhuvanagiri , Blake Gonzales , Kellen Sharp , Dhiraj Murthy

Artificial Intelligence applications have shown promise in the management of pandemics and have been widely used to assist the identification, classification, and diagnosis of medical images. In response to the global outbreak of Monkeypox…

Computer Vision and Pattern Recognition · Computer Science 2024-04-29 Rayner Kay Jin Tan , Dilruk Perera , Salomi Arasaratnam , Yudara Kularathne

Monkeypox is a rare disease that raised concern among medical specialists following the convi-19 pandemic. It's concerning since monkeypox is difficult to diagnose early on because of symptoms that are similar to chickenpox and measles.…

Computer Vision and Pattern Recognition · Computer Science 2023-02-22 Sourav Saha , Trina Chakraborty , Rejwan Bin Sulaiman , Tithi Paul

Monkeypox (MPox) has emerged as a significant global concern, with cases steadily increasing daily. Conventional detection methods, including polymerase chain reaction (PCR) and manual examination, exhibit challenges of low sensitivity,…

Image and Video Processing · Electrical Eng. & Systems 2024-10-03 Saddam Hussain Khan , Rashid Iqbal

The recent global spread of monkeypox, particularly in regions where it has not historically been prevalent, has raised significant public health concerns. Early and accurate diagnosis is critical for effective disease management and…

Computer Vision and Pattern Recognition · Computer Science 2025-04-25 Ahmadreza Shateri , Negar Nourani , Morteza Dorrigiv , Hamid Nasiri

Objectives The review is dedicated to evaluate the current monkeypox virus (MPXV) detection methods, discuss their pros and cons, and provide recommended solutions to the problems. Methods The literature for this review is identified…

Context: Mpox is a zoonotic disease caused by the Mpox virus, which shares similarities with other skin conditions, making accurate early diagnosis challenging. Artificial intelligence (AI), especially Deep Learning (DL), has a strong tool…

Computer Vision and Pattern Recognition · Computer Science 2025-07-23 Mohammad Asifur Rahim , Muhammad Nazmul Arefin , Md. Mizanur Rahman , Md Ali Hossain , Ahmed Moustafa
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