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Interdisciplinary Doctoral Training in Technology-Enhanced Learning in Europe2020 Frontiers in Education article Health Professions Doctoral Education Challenges and Solutions Open access
Viktoria Pammer‐Schindler, Fridolin Wild, Mikhail Fominykh, Tobias Ley, Maria A. Perifanou, María Victoria Soulé, +11 more
16citations -
Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations2025 European Journal of Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access
Mahshad Lotfinia, Arash Tayebiarasteh, Mehdi Joodaki, Soroosh Tayebi Arasteh
12citations -
Machine learning in the identification of prognostic DNA methylation biomarkers among patients with cancer: a systematic review of epigenome-wide studies2022 medRxiv preprint Biochemistry, Genetics and Molecular Biology Epigenetics and DNA Methylation Open access
Tanwei Yuan, Dominic Edelmann, Ziwen Fan, Elizabeth Alwers, Jakob Nikolas Kather, Hermann Brenner, +1 more
3citations -
A first-principles and machine learning combined method to investigate the interfacial friction between corrugated graphene2021 Modelling and Simulation in Materials Science and Engineering article Materials Science Machine Learning in Materials Science
Zugang Liu, Xinpeng Zhao, Heyuan Wang, Yuan Ma, Lei Gao, Haiyou Huang, +3 more
9citations -
End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning2025 BMC Artificial Intelligence article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Asier Rabasco Meneghetti, Marta Ligero, Jens‐Peter Kühn, Steffen Löck, Zunamys Itzell Carrero, Raquel Pérez-López, +6 more
4citations -
Requirements and Learning Modules for Implementing a Hologram Table in University Lectures2023 European Conference on Games Based Learning conference-paper Computer Science Augmented Reality Applications Open access
Johannes Zysk, Samira Khodaei, Maximilian Weber, Anas Abdelrazeq, Dennis Kreutzer, Ingrid Isenhardt, +1 more
0citations -
GoSafe: Globally Optimal Safe Robot Learning2021 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Reinforcement Learning in Robotics Open access cited by 1 patent
Dominik Baumann, Alonso Marco, Matteo Turchetta, Sebastian Trimpe
19citations -
Design Knowledge for Virtual Learning Companions from a Value-centered Perspective2024 Communications of the Association for Information Systems article Computer Science Intelligent Tutoring Systems and Adaptive Learning Open access
Ricarda Schlimbach, Bijan Khosrawi-Rad, Tim Christopher Lange, Timo Strohmann, Susanne Robra-Bissantz
9citations -
Transfer of Hierarchical Reinforcement Learning Structures for Robotic Manipulation Tasks2020 International Conference on Computational Science and Computational Intelligence (CSCI) conference-paper Computer Science Reinforcement Learning in Robotics
Christian Scheiderer, Malte Mosbach, Andrés Felipe Posada-Moreno, Tobias Meisen
7citations -
Model-based reinforcement learning for hydraulic systems: a PILCO-based control strategy for controlling an inverted hydraulic pendulum2025 International Journal of Dynamics and Control article Computer Science Reinforcement Learning in Robotics Open access
Faras Brumand‐Poor, Paul Wagemann, Timm Geibel, Katharina Schmitz
4citations -
Shapes are not enough: CONSERVAttack and its use for finding vulnerabilities and uncertainties in machine learning applications2026 The European Physical Journal C article Computer Science Adversarial Robustness in Machine Learning Open access
P. Bechtle, Lucie Flek, A. Jung, Akbar Karimi, Timo Saala, Alexander Schmidt, +4 more
1citations -
Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques2020 BMC Medical Research Methodology article Health Professions Artificial Intelligence in Healthcare Open access
Georgios Kantidakis, Hein Putter, Carlo Lancia, Jacob D. de Boer, Andries Erik Braat, Marta F. Fiocco
80citations -
Machine Learning Algorithms Evaluate Immune Response to Novel Mycobacterium tuberculosis Antigens for Diagnosis of Tuberculosis2021 Frontiers in Cellular and Infection Microbiology article Medicine Tuberculosis Research and Epidemiology Open access
Noëmi Meier, Thomas M. Sutter, Marc Jacobsen, Tom H. M. Ottenhoff, Julia Elisabeth Vogt, Nicole Ritz
23citations