Table 3 The list of the data analysis methods in the relevant literature
From: Advances in intelligent diagnosis methods for pulmonary ground-glass opacity nodules
Nodular signs | Data analysis | Literature |
|---|---|---|
Nodule size or lesion diameter, lobulation and spiculation | Density histogram kurtosis and skewness | [26] |
Nodule size or lesion diameter | Volume doubling time, mass doubling time | [27] |
Nodule size or lesion diameter | Mass doubling time, Student’s t test | [28] |
Nodule size or lesion diameter | Diffusion kurtosis imaging | [29] |
Lobulation and spiculation | Differential geometry-based | [30] |
Nodule size or lesion diameter, lobulation and spiculation | Support vector machine | [31] |
Lobulation and spiculation | Weighted rule based | [32] |