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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
1342020
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
902019
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
552018
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
452020
Deep inverse Q-learning with constraints
G Kalweit, M Huegle, M Werling, J Boedecker
Advances in neural information processing systems 33, 14291-14302, 2020
412020
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
40*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
362021
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
262018
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
232021
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
222022
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
182021
Robust and Data-efficient Q-learning by Composite Value-estimation
G Kalweit, M Kalweit, J Boedecker
Transactions on Machine Learning Research, 2022
12*2022
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
92022
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
82023
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
82022
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
42023
Artificial intelligence-supported treatment in rheumatology: Principles, current situation and perspectives
T Hügle, M Kalweit
Zeitschrift für Rheumatologie, 1-10, 2021
42021
AnyNets: Adaptive Deep Neural Networks for Medical Data with Missing Values.
M Kalweit, G Kalweit, J Boedecker
AI4Function@ IJCAI, 12-21, 2021
32021
Künstliche Intelligenz-unterstützte Behandlung in der Rheumatologie: Grundlagen, aktueller Stand und Ausblick
T Hügle, M Kalweit
Zeitschrift Fur Rheumatologie 80 (10), 914, 2021
32021
AI as an Always-available Oncologist: A Vision for AI-optimized Cancer Therapy Based on Real-time Adaptive Dosing at the Patient Level
G Kalweit, LG Valiña, I Mastroleo, A Klett, J Boedecker, R Mertelsmann, ...
3
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Artikelen 1–20