Unified deep learning models for enhanced lung cancer prediction with ResNet-50–101 and EfficientNet-B3 using DICOM images

Abstract Significant advancements in machine learning algorithms have the potential to aid in the early detection and prevention of cancer, a devastating disease. However, traditional research methods face obstacles, and the amount of cancer-related information is rapidly expanding. The authors have...

Full description

Bibliographic Details

Published in:	BMC Medical Imaging
Main Authors:	Vinod Kumar, Chander Prabha, Preeti Sharma, Nitin Mittal, S. S. Askar, Mohamed Abouhawwash
Format:	Article
Language:	English
Published:	BMC 2024-03-01
Subjects:	Lung Cancer Deep Learning Cancer Detection EfficientNet-B3 ResNet-50 ResNet-101
Online Access:	https://doi.org/10.1186/s12880-024-01241-4