Fig. 2: RP3D-Diag performance evaluation on internal and external datasets.
From: Large-scale long-tailed disease diagnosis on radiology images
a–f ROC curves for Disorders and ICD-10-CM, including head, medium, and tail parts of RP3D-DiagDS respectively. The shaded area in each figure represents the 95% Confidence Interval (CI). FM and KE stand for Fusion Module and Knowledge Enhancement, respectively. Additional ROC curves for each class are provided in the supplementary file. g The bar plot illustrates the AUC, AP, and Recall@0.05 of the Normal class across different body regions in the Internal test set of RP3D-DiagDS. h The radar chart compares the AUC and AP performance of RadIN, BiomedCLIP, and our model on external clinical datasets across five distinct anatomical regions. Source data are provided in a separate Source Data file.
