Sarah Brüningk

Sarah Brüningk ^M

Sarah Brüningk is a member of the Mathematical Oncology Editorial Team. She is an editor for the Mathematical Oncology blog, and the group leader of the The Center for AI in Radiation Oncology (CAIRO) at University of Bern.

Group Leader: Center for AI in Radiation Oncology @

Bern, Switzerland

Website: https://radioonkologie.insel.ch/de/cairo
Keywords (click a keyword to view other similar labs):
computational oncology • AI • radiotherapy • mechanistic learning • brain tumor.

Description: The Center for AI in Radiation Oncology (CAIRO) is a multidisciplinary research center aiming to design, implement and translate modern computational solutions for personalized radiation and oncology. Our projects harness multimodal data for response predictions with a particular focus on the modeling of longitudinal tumor growth and regression for single and combination therapies.

Blog posts written by Sarah Brüningk ^M :

Browse the article contributions of Sarah Brüningk below or browse the full blog here.

BIRS Recap: Biophysically-Constrained GBM Predictions via Deep-Learning Integrating Structural SINDY with Mechanistic Filters

Workshop Report (Mechanistic Learning as a combination of Machine Learning and Modeling in Mathematical Oncology. BIRS, Banff, CA, Jan 5-10,...

Written by Divyanshu Tak, Guillermo Lorenzo, Jana Lipkova, Morten Andersen, Matthew Faria, Russell Rockne, Sarah Brüningk, Philipp Altrock on May 13, 2025

Talks held by Sarah Brüningk ^M :

Recordings from the MathOnco25 conference:

From Data to Dynamics: Mechanistic Learning in Cancer Modeling

"Mathematical oncology increasingly draws on complementary modeling strategies to address the complexity of tumor dynamics and treatment response. Data-driven AI..."

Presented by Sarah Brüningk, at MathOnco25 on October 31, 2025