Integrated deep learning paradigm for comprehensive lung cancer segmentation and classification using mask R-CNN and CNN models

Integrated deep learning paradigm for comprehensive lung cancer segmentation and classification using mask R-CNN and CNN models

This paper presents an integrated deep learning approach that combines Mask Region-based Convolutional Neural Networks (Mask R-CNN) for lung nodule segmentation with Convolutional Neural Networks (CNN) for malignancy classification in CT scan images. A key innovation of this study is the design of a...

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Bibliographic Details
Main Authors: Abimbola G. Akintola, Kolawole Y. Obiwusi, Yusuf O. Olatunde, Mohammed Usman, Faizol G. Aberuagba, Muhammed A. Adebisi, Shamsudeen A. Adebayo
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Franklin Open
Subjects:
Mask R-CNN
Convolutional Neural Network (CNN)
Lung Cancer
Machine Learning in Healthcare
Online Access:http://www.sciencedirect.com/science/article/pii/S2773186325000684
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