Table 3. Summary of radiomics manuscripts related to automatic segmentation of GTV.
Reference | Volumes | Modality | Feature category* |
---|---|---|---|
Madabhushi et al., 2005 (45) | Prostate, ROI | T2w | Statistical; transform-based |
Lopes et al., 2011 (37) | NAT, ROI | T2w | Morphological; statistical |
Cameron et al., 2015 (46) | ROI | T2w; ADC; DWI** | Semantic; morphological; statistical |
Shiradkar et al., 2016 (47) | ROI | T2w; ADC; DWI | Morphological; statistical; transform-based |
*, see Table 1 for feature descriptions; **, correlated diffusion imaging (CDI) and individual b-value images are used. GTV, gross tumor volume; NAT, normal appearing tissues; ROI, region of interest; ADC, apparent diffusion coefficient; T2w, T2-weighted; DWI, diffusion-weighted imaging.