most citedINSightR-Net: Interpretable Neural Network for Regression using Similarity-based Comparisons to Prototypical Examples

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

eess.IV2022

Adaptive 3D Localization of 2D Freehand Ultrasound Brain Images

Pak-Hei Yeung, Moska Aliasi, Monique Haak +3

Two-dimensional (2D) freehand ultrasound is the mainstay in prenatal care and fetal growth monitoring. The task of matching corresponding cross-sectional planes in the 3D anatomy f…

cs.CV2022★ 1 cited

INSightR-Net: Interpretable Neural Network for Regression using Similarity-based Comparisons to Prototypical Examples

Linde S. Hesse, Ana I. L. Namburete

Convolutional neural networks (CNNs) have shown exceptional performance for a range of medical imaging tasks. However, conventional CNNs are not able to explain their reasoning pro…