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Table 1 Summary of all datasets

From: Are radiomics features universally applicable to different organs?

 

Training set

Test set1

Test set2

Test set3

Reference

NSCLC radiomics

TCIA lung CT diagnosis

TCGA-KIRC

CPTAC-GBM

Organ

Lung

Lung

Kidney

Brain

Modality

CT

CT

CT

MRI

Number of patients

422 (M: 290, F:132)

61 (M: 31, F:30)

48 (M:29, F: 19)

43 (M: 31, F:12)

Age

68.1 years (Avg.)

≥ 65 years: 41;

<  65 years: 20

65.3 years

63 years

Stage

I–IIIb

I–IV

I–IV

N/A

In-plane range (mm)

0.721–0.977 (Avg. 0.976)

0.586–0.953

(Avg. 0.736)

0.617–0.977 (Avg. 0.785)

0.469–1.016 (Avg. 0. 598)

Avg Slice thickness (mm)

3.022

4.443

4.708

1.575

  1. NSCLC non-small cell lung cancer, TCIA The Cancer Imaging Archive, TCGA-KIRC The Cancer Genome Atlas Kidney Renal Clear Cell Carcinoma, CPTAC-GBM Clinical Proteomic Tumor Analysis Consortium Glioblastoma Multiforme, Avg average, M males, F females