Table 5.
Summary of image techniques, methods, and features extracted in the reviewed studies to build predictive models on cancer prognosis.
Methods | Type of Data | Features | Used by |
---|---|---|---|
Image segmentation and hand-crafted features | WSIs | Quantitative image features | [27,28,37,48,54] |
ROIs from WSIs | [80,99,103,104,105,107] | ||
MRI images | Quantitative image features | [87] | |
CT images | ROIs | [101,105] |
Abbreviations: WSIs, Whole-Slide Images; MRI, Magnetic Resonance Imaging; CT, Computed Tomography; ROIs, Regions of Interest.