Table 3.

Nodule diagnosis accuracy between other methods and the classification network in our method on Luna16 dataset

Diagnostician	Year	Accuracy
Vanilla 3D CNN [37]	2016	87.40%
Multi-crop CNN [33]	2017	87.14%
3D DPN [39]	2017	88.76%
DenseNet [7]	2018	91.54%
SE-ResNeXt [21]	2018	91.31%
Hierarchical semantic CNN [32]	2019	90.82%
IDSNet [18]	2020	91.10%
Our method	2021	92.75%

Bold text indicates the best results obtained in the comparative experiments