Michal Walczak

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
MInDI-3D: Iterative Deep Learning in 3D for Sparse-View Cone Beam Computed Tomography.
IEEE Access
Daniel Barco, Marc Stadelmann, Martin Oswald, Ivo Herzig, Lukas Lichtensteiger, Pascal Paysan, Igor Peterlík, Michal Walczak, Bjoern Menze, Frank-Peter Schilling
2025 J jnl
Factors influencing the estimation of phacoemulsification procedure time in cataract surgery: Analysis using neural networks.
Comput. Methods Programs Biomed.
Magdalena Jedzierowska, Robert Koprowski, Michele Lanza, Michal Walczak, Anna Deda
2025 J jnl
MInDI-3D: Iterative Deep Learning in 3D for Sparse-view Cone Beam Computed Tomography.
CoRR
Daniel Barco, Marc Stadelmann, Martin Oswald, Ivo Herzig, Lukas Lichtensteiger, Pascal Paysan, Igor Peterlík, Michal Walczak, Bjoern Menze, Frank-Peter Schilling
2023 J jnl
Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems.
IEEE Trans. Knowl. Data Eng.
Laura von Rüden, Sebastian Mayer, Katharina Beckh, Bogdan Georgiev, Sven Giesselbach, Raoul Heese, Birgit Kirsch, Julius Pfrommer, Annika Pick, Rajkumar Ramamurthy, Michal Walczak, Jochen Garcke, Christian Bauckhage, Jannis Schuecker
2021 J jnl
Calibrated Simplex Mapping Classification.
CoRR
Raoul Heese, Michal Walczak, Michael Bortz, Jochen Schmid
2019 J jnl
Optimized data exploration applied to the simulation of a chemical process.
Comput. Chem. Eng.
Raoul Heese, Michal Walczak, Tobias Seidel, Norbert Asprion, Michael Bortz
2019 J jnl
Optimized data exploration applied to the simulation of a chemical process.
CoRR
Raoul Heese, Michal Walczak, Tobias Seidel, Norbert Asprion, Michael Bortz
2019 — conf
The Good, the Bad and the Ugly: Augmenting a Black-Box Model with Expert Knowledge.
ICANN (Workshop)
Raoul Heese, Michal Walczak, Lukas Morand, Dirk Helm, Michael Bortz
2019 J jnl
The Good, the Bad and the Ugly: Augmenting a black-box model with expert knowledge.
CoRR
Raoul Heese, Michal Walczak, Lukas Morand, Dirk Helm, Michael Bortz
2016 — conf
3D Measurement of Geometrical Distortion of Synchrotron-Based Perforated Polymer with Matlab Algorithm.
ITIB (1)
Michal Walczak
2016 J jnl
BASDet: Bayesian approach(es) for structure determination from single molecule X-ray diffraction images.
Comput. Phys. Commun.
Michal Walczak, Helmut Grubmüller
2015 J jnl
Maximum sphere method for shell patency measurements in viviparous land snails based on X-ray microcomputed tomography imaging.
Comput. Biol. Medicine
Michal Walczak, Marcin Binkowski, Anna Sulikowska-Drozd, Zygmunt Wróbel