Table 1 Overview of the datasets
From: The effect of feature normalization methods in radiomics
Dataset | N | d | Modality | Tumor type | DOI |
|---|---|---|---|---|---|
Arita2018 | 168 | 685 | MRI | Brain | 10.1038/s41598-018–30273-4 |
Carvalho2018 | 262 | 118 | FDG - PET | NSCLC | 10.1371/journal.pone.0192859 |
Hosny2018A | 293 | 1005 | CT | NSCLC | 10.1371/journal.pmed.1002711 |
Hosny2018B | 211 | 1005 | CT | NSCLC | 10.1371/journal.pmed.1002711 |
Hosny2018C | 183 | 1005 | CT | NSCLC | 10.1371/journal.pmed.1002711 |
Ramella2018 | 91 | 243 | CT | NSCLC | 10.1371/journal.pone.0207455 |
Saha2018 | 922 | 530 | DCE-MRI | Breast | 10.1038/s41416-018–0185-8 |
Lu2019 | 213 | 658 | CT | Ovarian cancer | 10.1038/s41467-019–08718-9 |
Sasaki2019 | 138 | 588 | MRI | Brain | 10.1038/s41598-019–50849-y |
Toivonen2019 | 100 | 7106 | MRI | Prostate cancer | 10.1371/journal.pone.0217702 |
Keek2020 | 273 | 1323 | CT | HNSCC | 10.1371/journal.pone.0232639 |
Li2020 | 51 | 397 | MRI | Glioma | 10.1371/journal.pone.0227703 |
Park2020 | 768 | 941 | US | Thyroid cancer | 10.1371/journal.pone.0227315 |
Song2020 | 260 | 265 | MRI | Prostate cancer | 10.1371/journal.pone.0237587 |
Veeraraghavan2020 | 150 | 201 | DCE-MRI | Breast | 10.1038/s41598-020–72475-9 |