Table 5.
Benchmarking table.
| Author, Year and Reference | Radiomics | Radio- Genomics |
AI Framework | Anatomical Cancer Discussed | Statistics and Risk-of-Bias (RoB) Analysis |
|---|---|---|---|---|---|
| Rizzo et al. (2018) [114] | ✓ | 🗶 | 🗶 | Generalized | 🗶 |
| Kazerooni et al. (2019) [135] | 🗶 | ✓ | 🗶 | Brain (Glioblastoma) | 🗶 |
| Bodalal et al. (2019) [146] | 🗶 | ✓ | ✓ | All Cancer | 🗶 |
| Trivizakis et al. (2020) [51] | 🗶 | ✓ | ✓ | All Cancer | 🗶 |
| Gullo et al. (2020) [139] | 🗶 | ✓ | 🗶 | All Cancer | Statistical analysis only |
| Shui et al. (2021) [147] | 🗶 | ✓ | ✓ | All Cancer | 🗶 |
| Singh et al. (2021) [148] | ✓ | ✓ | 🗶 | Brain (Glioma) | 🗶 |
| Wu et al. (2021) [113] | ✓ | 🗶 | ✓ | Lung | 🗶 |
| Habib et al. (2021) [49] | ✓ | ✓ | 🗶 | Brain | 🗶 |
| Jena et al. (2022) (Proposed) | ✓ | ✓ | ✓ | Brain | ✓ |