Fig. 6: Evaluation of the Medical Multimodal Multitask Foundation Model (M3FM) and competing models on independent datasets.
From: Medical multimodal multitask foundation model for lung cancer screening
Evaluation results of the M3FM variants including single-modality (SM), multimodality (MM), single task (ST), and multitask (MT), and competing models on the (a) MGH, (b) WFUSM datasets, and (c) WFUSM full-dose CT datasets in terms of Area Under the Curve (AUC) and 95% confidence intervals. The AUC value and two-sided 95% confidence interval for each task were calculated from its entire test dataset. The error bars indicate the two-sided 95% confidence intervals. CAC Coronary Artery Calcification, which is a type of cardiovascular disease. Source data are provided as a Source Data file.
