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

Table 6 Training and testing loss vs accuracy for efficient-B3, ResNet50, and ResNet101

Model	Loss	Accuracy	Validation Loss	Validation Accuracy	F1-Score	Best Epoch	Last Epoch
ResNet50	0.01	1	0.09	0.95	0.85	23	32
ResNet101	0.02	0.99	0.12	0.95	0.84	32	35
EfficientNet-B3	0.02	0.99	0.27	0.89	0.77	31	38

ISSN: 1471-2342