| Detection | Segmentation | Classification | Prediction |
---|---|---|---|---|
Features | -Bounding boxes -Masks | -Lesion patch -Full image at max diameter -Radiomics features -Masks | -Lesion patch -Radiomic features | -Lesion patch -Time to recurrence -Survival time -TRG |
Model architectures | -CNN | -U-Net | -Fully connected | -CNN |
Performance metrics | -Intersection over union (IOU) -Mean average precision (mAP) | -Dice score -IOU | -Receiver operating characteristic (ROC) -Accuracy | -ROC curve -Accuracy -R2 |