AI-driven genetic algorithm-optimized lung segmentation for precision in early lung cancer diagnosis

AI-driven genetic algorithm-optimized lung segmentation for precision in early lung cancer diagnosis

Abstract Lung cancer remains the leading cause of cancer-related mortality worldwide, necessitating accurate and efficient diagnostic tools to improve patient outcomes. Lung segmentation plays a pivotal role in the diagnostic pipeline, directly impacting the accuracy of disease detection and treatme...

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Bibliographic Details
Main Authors: Yahia Said, Riadh Ayachi, Mouna Afif, Taoufik Saidani, Saleh T. Alanezi, Oumaima Saidani, Ali Delham Algarni
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Lung Cancer diagnosis
Artificial intelligence in Cancer
Genetic algorithm optimization
Lung segmentation
Deep learning in medical imaging
GA-UNET3+
Online Access:https://doi.org/10.1038/s41598-025-08116-w
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https://doi.org/10.1038/s41598-025-08116-w

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