A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound

Table 2 A comparison of SSL pretraining studies for 2D and 3D CNNs that investigated lung nodule detection using the LIDC-IDRI dataset and the LUNA 2016 splits. The table gives test AUC as reported by the authors

^aValues were estimated via visual inspection, since results were reported in a chart

ISSN: 1471-2342