Leveraging AHP and transfer learning in machine learning for improved prediction of infectious disease outbreaks

Leveraging AHP and transfer learning in machine learning for improved prediction of infectious disease outbreaks

Abstract Infectious diseases significantly impact both public health and economic stability, underscoring the critical need for precise outbreak predictions to effictively mitigate their impact. This study applies advanced machine learning techniques to forecast outbreaks of Dengue, Chikungunya, and...

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Bibliographic Details
Main Authors: Reham Abdallah, Sayed Abdelgaber, Hanan Ali Sayed
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Infectious diseases
AHP
Transfer learning
Risk factors
Machine learning
Online Access:https://doi.org/10.1038/s41598-024-81367-1
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