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. 2022 Jan 5;8:762958. doi: 10.3389/fcvm.2021.762958

Table 3.

The list of selected features and the corresponding μ and σ coefficients of the trained deep-integrated model.

AD Non-AD
Selected features μ σ μ σ
DL score 0.860 0.023 0.268 0.029
Least axis length −0.300 0.827 0.444 0.927
Major axis length −0.332 0.862 0.493 0.798
Maximum 2D diameter column −0.268 0.838 0.397 0.977
Maximum 2D diameter row −0.318 0.863 0.472 0.830
Maximum 2D diameter slice −0.314 0.918 0.465 0.759
Maximum 3D diameter −0.329 0.853 0.488 0.819
Mesh volume −0.363 0.626 0.538 1.069
Minor axis length −0.344 0.925 0.509 0.677
Sphericity 0.195 0.750 −0.289 1.230
Surface area −0.330 0.446 0.489 1.421
Voxel volume −0.363 0.626 0.538 1.069
AC > 4 mm 0.822 0.146 0.591 0.242
DC > 4 mm 0.822 0.146 0.591 0.242
AC > 5 mm 0.822 0.146 0.591 0.242
DC > 5 mm 0.822 0.146 0.591 0.242