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Michal Balcerak
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 3
Top Topics
Physical Processes
Mathematical Model
Multilayer Perceptron
Tumor Growth
Top Venues
CoRR
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Publications
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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
A Learnable Prior Improves Inverse Tumor Growth Modeling.
CoRR
(2024)
Ray Zirui Zhang
,
Ivan Ezhov
,
Michal Balcerak
,
Andy Zhu
,
Benedikt Wiestler
,
Bjoern H. Menze
,
John S. Lowengrub
Personalized Predictions of Glioblastoma Infiltration: Mathematical Models, Physics-Informed Neural Networks and Multimodal Scans.
CoRR
(2023)
Michal Balcerak
,
Ivan Ezhov
,
Petr Karnakov
,
Sergey Litvinov
,
Petros Koumoutsakos
,
Jonas Weidner
,
Ray Zirui Zhang
,
John S. Lowengrub
,
Benedikt Wiestler
,
Bjoern H. Menze
Individualizing Glioma Radiotherapy Planning by Optimization of a Data and Physics Informed Discrete Loss.
CoRR
(2023)