Explainable lung cancer classification with ensemble transfer learning of VGG16, Resnet50 and InceptionV3 using grad-cam

Explainable lung cancer classification with ensemble transfer learning of VGG16, Resnet50 and InceptionV3 using grad-cam

Abstract Medical imaging stands as a critical component in diagnosing various diseases, where traditional methods often rely on manual interpretation and conventional machine learning techniques. These approaches, while effective, come with inherent limitations such as subjectivity in interpretation...

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Bibliographic Details
Main Authors: Yogesh Kumaran S, J. Jospin Jeya, Mahesh T R, Surbhi Bhatia Khan, Saeed Alzahrani, Mohammed Alojail
Format: Article
Language:English
Published: BMC 2024-07-01
Series:BMC Medical Imaging
Subjects:
Deep learning
Medical imaging
Lung cancer detection
VGG16
ResNet50
InceptionV3
Online Access:https://doi.org/10.1186/s12880-024-01345-x

Internet

https://doi.org/10.1186/s12880-024-01345-x

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