Classification of biomedical lung cancer images using optimized binary bat technique by constructing oblique decision trees

Classification of biomedical lung cancer images using optimized binary bat technique by constructing oblique decision trees

Abstract Due to imbalanced data values and high-dimensional features of lung cancer from CT scans images creates significant challenges in clinical research. The improper classification of these images leads towards higher complexity in classification process. These critical issues compromise the ex...

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Bibliographic Details
Main Authors: Shobha Aswal, Neelu Jyothi Ahuja, Ritika Mehra
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Binary Bat Swarm Algorithm
Biomedical data
Lung cancer
Imbalanced data
Oblique decision tree
Online Access:https://doi.org/10.1038/s41598-025-02954-4
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https://doi.org/10.1038/s41598-025-02954-4

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