Michal Balcerak

According to our database, Michal Balcerak authored at least 10 papers between 2023 and 2026.

Collaborative distances:

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

2026

Graph Energy Matching: Transport-Aligned Energy-Based Modeling for Graph Generation.

Michal Balcerak, Suprosana Shit, Chinmay Prabhakar, Sebastian Kaltenbach, Michael S. Albergo, Yilun Du, Bjoern Menze

CoRR, March, 2026

2025

PREDICT-GBM: Platform for Robust Evaluation and Development of Individualized Computational Tumor Models in Glioblastoma.

Lucas Zimmer, Jonas Weidner, Michal Balcerak, Florian Kofler, Ivan Ezhov, Bjoern H. Menze, Benedikt Wiestler

CoRR, September, 2025

Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling.

Michal Balcerak, Tamaz Amiranashvili, Suprosanna Shit, Antonio Terpin, Sebastian Kaltenbach, Petros Koumoutsakos, Bjoern H. Menze

CoRR, April, 2025

A Learnable Prior Improves Inverse Tumor Growth Modeling.

Jonas Weidner, Ivan Ezhov, Michal Balcerak, Marie-Christin Metz, Sergey Litvinov, Sebastian Kaltenbach, Leonhard F. Feiner, Laurin Lux, Florian Kofler, Jana Lipková, Jonas Latz, Daniel Rueckert, Bjoern H. Menze, Benedikt Wiestler

IEEE Trans. Medical Imaging, March, 2025

Personalized predictions of Glioblastoma infiltration: Mathematical models, Physics-Informed Neural Networks and multimodal scans.

Ray Zirui Zhang, Ivan Ezhov, Michal Balcerak, Andy Zhu, Benedikt Wiestler, Bjoern H. Menze, John S. Lowengrub

Medical Image Anal., 2025

From Fiber Tracts to Tumor Spread: Biophysical Modeling of Butterfly Glioma Growth Using Diffusion Tensor Imaging.

Jonas Weidner, Ivan Ezhov, Michal Balcerak, André Datchev, Lucas Zimmer, Daniel Rueckert, Bjoern H. Menze, Benedikt Wiestler

Proceedings of the Computational Diffusion MRI - 16th International Workshop, 2025

A Lightweight Optimization Framework for Estimating 3D Brain Tumor Infiltration.

Jonas Weidner, Michal Balcerak, Ivan Ezhov, André Datchev, Laurin Lux, Lucas Zimmer, Daniel Rueckert, Bjoern H. Menze, Benedikt Wiestler

Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2025

2024

Spatial Brain Tumor Concentration Estimation for Individualized Radiotherapy Planning.

Jonas Weidner, Michal Balcerak, Ivan Ezhov, André Datchev, Laurin Lux, Lucas Zimmer, Daniel Rückert, Bjoern H. Menze, Benedikt Wiestler

CoRR, 2024

Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization.

Michal Balcerak, Tamaz Amiranashvili, Andreas Wagner, Jonas Weidner, Petr Karnakov, Johannes C. Paetzold, Ivan Ezhov, Petros Koumoutsakos, Benedikt Wiestler, Bjoern H. Menze

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Individualizing Glioma Radiotherapy Planning by Optimization of a Data and Physics Informed Discrete Loss.

Michal Balcerak, Ivan Ezhov, Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos, Jonas Weidner, Ray Zirui Zhang, John S. Lowengrub, Benedikt Wiestler, Bjoern H. Menze

CoRR, 2023