Early detection of human Mpox: A comparative study by using machine learning and deep learning models with ensemble approach

Early detection of human Mpox: A comparative study by using machine learning and deep learning models with ensemble approach

Objective This study aims to enhance the early diagnosis of Mpox through machine learning (ML) and deep learning (DL) models, integrating an ensemble approach to improve classification accuracy. Methods We used the Mpox Skin Lesion Dataset v2.0, comprising six skin lesion categories, including chick...

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Main Authors: Madhumita Pal, Francesco Branda, Adel Qlayel Alkhedaide, Ashish K Sarangi, Himansu Bhusan Samal, Lizaranee Tripathy, Binapani Barik, Salah M El-Bahy, Alok Patel, Ranjan K Mohapatra, Lawrence Sena Tuglo, Mona Youssef
Format: Article
Language:English
Published: SAGE Publishing 2025-06-01
Series:Digital Health
Online Access:https://doi.org/10.1177/20552076251344135
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https://doi.org/10.1177/20552076251344135

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