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Maria Kalweit
Maria Kalweit
Andere namenMaria Hügle
Geverifieerd e-mailadres voor informatik.uni-freiburg.de
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Applied machine learning and artificial intelligence in rheumatology
M Hügle, P Omoumi, JM van Laar, J Boedecker, T Hügle
Rheumatology advances in practice 4 (1), rkaa005, 2020
1112020
Dynamic input for deep reinforcement learning in autonomous driving
M Huegle, G Kalweit, B Mirchevska, M Werling, J Boedecker
2019 IEEE/RSJ international conference on intelligent robots and systems …, 2019
712019
Early seizure detection with an energy-efficient convolutional neural network on an implantable microcontroller
M Hügle, S Heller, M Watter, M Blum, F Manzouri, M Dumpelmann, ...
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
472018
Dynamic interaction-aware scene understanding for reinforcement learning in autonomous driving
M Hügle, G Kalweit, M Werling, J Boedecker
2020 IEEE international conference on robotics and automation (ICRA), 4329-4335, 2020
392020
Deep inverse q-learning with constraints
G Kalweit, M Huegle, M Werling, J Boedecker
Advances in Neural Information Processing Systems 33, 14291-14302, 2020
292020
Q-learning with long-term action-space shaping to model complex behavior for autonomous lane changes
G Kalweit, M Huegle, M Werling, J Boedecker
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021
28*2021
Personalized prediction of disease activity in patients with rheumatoid arthritis using an adaptive deep neural network
M Kalweit, UA Walker, A Finckh, R Müller, G Kalweit, A Scherer, ...
PLoS One 16 (6), e0252289, 2021
272021
Hardware implementation of a performance and energy-optimized convolutional neural network for seizure detection
S Heller, M Hügle, I Nematollahi, F Manzouri, M Dümpelmann, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
212018
A dynamic deep neural network for multimodal clinical data analysis
M Hügle, G Kalweit, T Hügle, J Boedecker
Explainable AI in Healthcare and Medicine: Building a Culture of …, 2021
192021
Dorsal finger fold recognition by convolutional neural networks for the detection and monitoring of joint swelling in patients with rheumatoid arthritis
T Hügle, L Caratsch, M Caorsi, J Maglione, D Dan, A Dumusc, ...
Digital Biomarkers 6 (2), 31-35, 2022
162022
Robust and Data-efficient Q-learning by Composite Value-estimation
G Kalweit, M Kalweit, J Boedecker
Transactions on Machine Learning Research, 2022
12*2022
Amortized Q-learning with model-based action proposals for autonomous driving on highways
B Mirchevska, M Hügle, G Kalweit, M Werling, J Boedecker
2021 IEEE international conference on robotics and automation (ICRA), 1028-1035, 2021
122021
Deep surrogate Q-learning for autonomous driving
M Kalweit, G Kalweit, M Werling, J Boedecker
2022 International Conference on Robotics and Automation (ICRA), 1578-1584, 2022
62022
Patient groups in Rheumatoid arthritis identified by deep learning respond differently to biologic or targeted synthetic DMARDs
M Kalweit, AM Burden, J Boedecker, T Hügle, T Burkard
PLOS Computational Biology 19 (6), e1011073, 2023
52023
NeuRL: Closed-form Inverse Reinforcement Learning for Neural Decoding
G Kalweit, M Kalweit, M Alyahyay, Z Jaeckel, F Steenbergen, S Hardung, ...
arXiv preprint arXiv:2204.04733, 2022
52022
AnyNets: Adaptive Deep Neural Networks for Medical Data with Missing Values.
M Kalweit, G Kalweit, J Boedecker
AI4Function@ IJCAI, 12-21, 2021
32021
Mechanisms of premotor-motor cortex interactions during goal directed behavior
M Alyahyay, G Kalweit, M Kalweit, G Karvat, J Ammer, A Schneider, ...
bioRxiv, 2023.01. 20.524944, 2023
22023
Artificial intelligence-supported treatment in rheumatology: Principles, current situation and perspectives
T Hügle, M Kalweit
Zeitschrift für Rheumatologie, 1-10, 2021
22021
Reduction in ulnar pressure distribution when walking with forearm crutches with a novel cuff design: Cross-sectional intervention study on the biomechanical efficacy of an …
P Molteni, T Hügle, M Hügle, C Nüesch, A Mündermann
Assistive Technology 30 (1), 34-38, 2018
22018
Künstliche Intelligenz in der Krebstherapie
G Kalweit, M Kalweit, ID Mastroleo, J Bödecker, R Mertelsmann
University of Freiburg, 2023
12023
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Artikelen 1–20