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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

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

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

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

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

In the wake of the global spread of monkeypox, accurate disease recognition has become crucial. This study introduces an improved SE-InceptionV3 model, embedding the SENet module and incorporating L2 regularization into the InceptionV3…

Computer Vision and Pattern Recognition · Computer Science 2024-05-08 Junzhuo Chen , Zonghan Lu , Shitong Kang

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

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 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

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

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 (MPox) is a zoonotic infectious disease induced by the MPox Virus, part of the poxviridae orthopoxvirus group initially discovered in Africa and gained global attention in mid-2022 with cases reported outside endemic areas.…

Image and Video Processing · Electrical Eng. & Systems 2023-11-27 Saddam Hussain Khan , Rashid Iqbal , Saeeda Naz

Despite the strong performance of Convolutional Neural Networks (CNNs) in disease classification, their effectiveness often depends on access to large annotated datasets, which is an impractical requirement for emerging or rare conditions…

Computer Vision and Pattern Recognition · Computer Science 2026-05-07 Md. Safirur Rashid , Sabbir Ahmed , Muhammad Usama Islam , Sumona Hoque Mumu , Md. Hasanul Kabir

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 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

The rapid diagnosis of infectious diseases, such as monkeypox, is crucial for effective containment and treatment, particularly in resource-constrained environments. This study presents an AI-driven diagnostic tool developed for deployment…

The diagnosis of medical diseases faces challenges such as the misdiagnosis of small lesions. Deep learning, particularly multimodal approaches, has shown great potential in the field of medical disease diagnosis. However, the differences…

Computer Vision and Pattern Recognition · Computer Science 2025-08-07 Jianxun Yu , Ruiquan Ge , Zhipeng Wang , Cheng Yang , Chenyu Lin , Xianjun Fu , Jikui Liu , Ahmed Elazab , Changmiao Wang

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

Skin cancer is a life-threatening disease where early detection significantly improves patient outcomes. Automated diagnosis from dermoscopic images is challenging due to high intra-class variability and subtle inter-class differences. Many…

Computer Vision and Pattern Recognition · Computer Science 2025-10-21 Md. Enamul Atiq , Shaikh Anowarul Fattah

Swift and accurate diagnosis for earlier-stage monkeypox (mpox) patients is crucial to avoiding its spread. However, the similarities between common skin disorders and mpox and the need for professional diagnosis unavoidably impaired the…

Image and Video Processing · Electrical Eng. & Systems 2024-06-18 Yubiao Yue , Minghua Jiang , Xinyue Zhang , Jialong Xu , Huacong Ye , Fan Zhang , Zhenzhang Li , Yang Li
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