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ExtRanFS: An Automated Lung Cancer Malignancy Detection System Using Extremely Randomized Feature Selector

Lung cancer is an abnormality where the body’s cells multiply uncontrollably. The disease can be deadly if not detected in the initial stage. To address this issue, an automated lung cancer malignancy detection (ExtRanFS) framework is developed using transfer learning. We used the IQ-OTH/NCCD datase...

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Main Authors: Nitha V. R., Vinod Chandra S. S.
Format: Artigo
Language:Inglês
Published: MDPI AG 2023-06-01
Series:Diagnostics
Subjects:
lung cancer malignancy detection
transfer learning
feature extraction
feature selection
extratree classifier
deep learning
Online Access:https://www.mdpi.com/2075-4418/13/13/2206
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