Sarah C. Brüningk

According to our database, Sarah C. Brüningk authored at least 6 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Joint representation learning for oncology applications.

Tanya Nandan, Bowen Fan, Samuel Håkansson, Catherine R. Jutzeler, Sarah C. Brüningk

Bioinform., 2026

2025

Mechanistic Learning with Guided Diffusion Models to Predict Spatio-Temporal Brain Tumor Growth.

Daria Laslo, Efthymios Georgiou, Marius George Linguraru, Andreas M. Rauschecker, Sabine Mueller, Catherine R. Jutzeler, Sarah C. Brüningk

Proceedings of the Learning with Longitudinal Medical Images and Data, 2025

2024

Biomarker identification by interpretable maximum mean discrepancy.

Michael F. Adamer, Sarah C. Brüningk, Dexiong Chen, Karsten M. Borgwardt

Bioinform., 2024

2021

Interpretability Aware Model Training to Improve Robustness against Out-of-Distribution Magnetic Resonance Images in Alzheimer's Disease Classification.

Merel Kuijs, Catherine R. Jutzeler, Bastian Rieck, Sarah C. Brüningk

CoRR, 2021

Back to the basics with inclusion of clinical domain knowledge - A simple, scalable and effective model of Alzheimer's Disease classification.

Sarah C. Brüningk, Felix Hensel, Louis P. Lukas, Merel Kuijs, Catherine R. Jutzeler, Bastian Rieck

Proceedings of the Machine Learning for Healthcare Conference, 2021

2020

Image analysis for Alzheimer's disease prediction: Embracing pathological hallmarks for model architecture design.

Sarah C. Brüningk, Felix Hensel, Catherine R. Jutzeler, Bastian Rieck

CoRR, 2020