Vozel-Level Importance Maps for Interpretable Brain Age Estimation

von Bintsi, Kyriaki-Margarita
Veröffentlicht in iMIMIC (4. : 2021 : Online) Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data (2021)

Patch-Based Brain Age Estimation from MR Images

von Bintsi, Kyriaki-Margarita
Veröffentlicht in MLCN (3. : 2020 : Online) Machine learning in clinical neuroimaging and radiogenomics in neuro-oncology (2020)

Extended Graph Assessment Metrics for Regression and Weighted Graphs

von Mueller, Tamara T.
Veröffentlicht in European Conference on Information Retrieval (46. : 2024 : Glasgow) Advances in information retrieval ; Part 2 (2024)

A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression

von Bintsi, Kyriaki-Margarita
Veröffentlicht in European Conference on Information Retrieval (46. : 2024 : Glasgow) Advances in information retrieval ; Part 2 (2024)

The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data

von Baltatzis, Vasileios
Veröffentlicht in iMIMIC (4. : 2021 : Online) Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data (2021)

The Pitfalls of Sample Selection: A Case Study on Lung Nodule Classification

von Baltatzis, Vasileios
Veröffentlicht in PRIME (4. : 2021 : Straßburg) Predictive Intelligence in Medicine (2021)