Publications by authors named "Michal Balcerak"

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Individualizing glioma radiotherapy planning by optimization of a data and physics-informed discrete loss.
Michal Balcerak, Jonas Weidner, Petr Karnakov, Ivan Ezhov, Sergey Litvinov

Nat Commun· July 2025

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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

Med Image Anal· April 2025

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A Learnable Prior Improves Inverse Tumor Growth Modeling.
Jonas Weidner, Ivan Ezhov, Michal Balcerak, Marie-Christin Metz, Sergey Litvinov

IEEE Trans Med Imaging· March 2025

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A Learnable Prior Improves Inverse Tumor Growth Modeling.
Jonas Weidner, Ivan Ezhov, Michal Balcerak, Marie-Christin Metz, Sergey Litvinov

ArXiv· November 2024

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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

ArXiv· August 2024

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