AI-Powered Lung Cancer Detection: Assessing VGG16 and CNN Architectures for CT Scan Image Classification

AI-Powered Lung Cancer Detection: Assessing VGG16 and CNN Architectures for CT Scan Image Classification

Lung cancer is a leading cause of mortality worldwide, and early detection is crucial in improving treatment outcomes and reducing death rates. However, diagnosing medical images, such as Computed Tomography scans (CT scans), is complex and requires a high level of expertise. This study focuses on d...

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Bibliographic Details
Main Authors: Rapeepat Klangbunrueang, Pongsathon Pookduang, Wirapong Chansanam, Tassanee Lunrasri
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Informatics
Subjects:
lung cancer image classification
CT scans
convolutional neural network (CNN)
VGG16 architecture
AI-assisted diagnosis
deep learning
Online Access:https://www.mdpi.com/2227-9709/12/1/18
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