From: Improving diagnosis and prognosis of lung cancer using vision transformers: a scoping review
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Availability of dataset | Public data (n = 22) | [25,26,27,28], [30,31,32], [34,35,36,37,38,39,40], [42, 44], [51,52,53,54,55,56] |
Private data (n = 6) | ||
Public and private data (n = 6) | ||
Dimensionality of data | 2D models (2D data) (n = 23) | [24], [26,27,28], [30,31,32], [34,35,36,37], [40, 41], [47,48,49,50], [52,53,54,55,56,57] |
3D models (volumetric data) (n = 11) | ||
Modality of image data | CT (n = 21) | [29, 30, 32, 33, 33, 34], [36,37,38,39,40,41,42], [44,45,46,47,48,49,50,51,52] |
Histopathology (n = 11) | ||
PET (n = 1) | [43] | |
CT and MRI (n = 1) | [39] |