research
∙
07/13/2023
Extended Graph Assessment Metrics for Graph Neural Networks
When re-structuring patient cohorts into so-called population graphs, in...
share
research
∙
07/10/2023
Multimodal brain age estimation using interpretable adaptive population-graph learning
Brain age estimation is clinically important as it can provide valuable ...
research
∙
05/30/2022
GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation
Geodesic paths and distances are among the most popular intrinsic proper...
research
∙
08/11/2021
Voxel-level Importance Maps for Interpretable Brain Age Estimation
Brain aging, and more specifically the difference between the chronologi...
research
∙
08/11/2021
The Pitfalls of Sample Selection: A Case Study on Lung Nodule Classification
Using publicly available data to determine the performance of methodolog...
research
∙
08/10/2021
The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data
Convolutional Neural Networks (CNNs) are widely used for image classific...
research
∙
08/29/2020
