Unveiling the potential of artificial intelligence in revolutionizing disease diagnosis and prediction: a comprehensive review of machine learning and deep learning approaches

Unveiling the potential of artificial intelligence in revolutionizing disease diagnosis and prediction: a comprehensive review of machine learning and deep learning approaches

Abstract The rapid advancement of Machine Learning (ML) and Deep Learning (DL) technologies has revolutionized healthcare, particularly in the domains of disease prediction and diagnosis. This study provides a comprehensive review of ML and DL applications across sixteen diverse diseases, synthesizi...

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Bibliographic Details
Main Authors: Hossein Sadr, Mojdeh Nazari, Zeinab Khodaverdian, Ramyar Farzan, Shahrokh Yousefzadeh-Chabok, Mohammad Taghi Ashoobi, Hossein Hemmati, Amirreza Hendi, Ali Ashraf, Mir Mohsen Pedram, Meysam Hasannejad-Bibalan, Mohammad Reza Yamaghani
Format: Article
Language:English
Published: BMC 2025-05-01
Series:European Journal of Medical Research
Subjects:
Healthcare
Disease diagnosis
Disease prediction
Deep learning
Machine learning
Medical research
Online Access:https://doi.org/10.1186/s40001-025-02680-7
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https://doi.org/10.1186/s40001-025-02680-7

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