Estimation of the capillary level input function for dynamic contrast-enhanced MRI of the breast using a deep learning approach.

This study shows the feasibility of estimating voxel-wise CIF using a deep neural network. The proposed approach could eliminate the need to measure AIF manually without compromising the diagnostic performance to detect the malignancy in the clinical setting.