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Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning2024 Computers in Biology and Medicine article Medicine Nasal Surgery and Airway Studies Open access cited by 1 patent
Mario Rüttgers, Moritz Waldmann, Klaus Vogt, Justus F. R. Ilgner, Wolfgang Schröder, Andreas Lintermann
9citations -
Segmentation of the iliac crest from CT-data for virtual surgical planning of facial reconstruction surgery using deep learning2025 Scientific Reports article Medicine Reconstructive Surgery and Microvascular Techniques Open access
Stefan Raith, Tobias Pankert, Srikrishna Jaganathan, Florian Peters, Mathias Wien, Frank Hölzle, +1 more
6citations -
Parallel Reinforcement Learning and Gaussian Process Regression for Improved Physics-Based Nasal Surgery Planning2025 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Mario Rüttgers, Fabian Hübenthal, Makoto Tsubokura, Andreas Lintermann
1citations -
Multi agent reinforcement learning for online layout planning and scheduling in flexible assembly systems2024 Journal of Intelligent Manufacturing article Engineering Advanced Manufacturing and Logistics Optimization Open access cited by 2 patents
Lea Kaven, Philipp Huke, Amon Göppert, Robert Heinrich Schmitt
43citations -
Combining Discrete Event Simulation and Reinforcement Learning for Human-Centered Production Planning: An Exemplary Application to Job Rotation Scheduling : May 27-29, 2026 ; San Sebastian, Spain0citations