Artificial intelligence framework for lung cancer nodule segmentation and classification using convolutional neural network—from imaging to diagnosis

Artificial intelligence framework for lung cancer nodule segmentation and classification using convolutional neural network—from imaging to diagnosis

Aim: Lung cancer is a leading cause of cancer-related deaths globally, where early and accurate diagnosis significantly improves survival rates. This study proposes an AI-based diagnostic framework integrating U-Net for lung nodule segmentation and a custom convolutional neural network (CNN) for bin...

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Bibliographic Details
Main Authors: Ashwin Kumar Azhagarasan, Prashanthi Bhaskaran, Arunkumar Ramachandran, Kalpana Sivalingam
Format: Article
Language:English
Published: Open Exploration Publishing Inc. 2025-07-01
Series:Exploration of Medicine
Subjects:
ai in healthcare
nodule segmentation
diagnostic precision
lung cancer classification
convolutional neural network
Online Access:https://www.explorationpub.com/uploads/Article/A1001341/1001341.pdf
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