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Exploiting Generative Models for Performance Predictions of 3D Car Designs2021 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Engineering 3D Shape Modeling and Analysis Open access cited by 3 patents
Sneha Saha, Thiago Rios, Leandro Lei Minku, Bas van Stein, Patricia Wollstadt, Xin Yao, +3 more
11citations -
Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Internet Traffic Analysis and Secure E-voting cited by 1 patent
Zhimin He, Jie Yin, Yu Wang, Guan Gui, Bamidele Adebisi, Tomoaki Otsuki Ohtsuki, +2 more
57citations -
Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning2022 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Alireza Vafaei Sadr, Yazdan Salimi, Amirhossein Sanaat, Mehdi Amini, Behrooz Razeghi, +7 more
54citations -
Prediction of Lung CT Scores of Systemic Sclerosis by Cascaded Regression Neural Networks2021 arXiv (Cornell University) preprint Medicine Systemic Sclerosis and Related Diseases Open access
Jingnan Jia, Marius Staring, Irene Hernandez Giron, Lucia J.M. Kroft, Anne A. Schouffoer, Berend C. Stoel
0citations -
Integrated noninvasive diagnostics for prediction of survival in immunotherapy2024 Immuno-Oncology Technology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Melda Yeghaian, Zuhir Bodalal, Teresa M. Tareco Bucho, Ieva Kurilova, Christian U. Blank, Egbert Frederik Smit, +5 more
3citations -
Interpreting Black-box Machine Learning Models for High Dimensional Datasets2023 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, +1 more
19citations -
Extracting structured information from unstructured histopathology reports using generative pre‐trained transformer 4 ( GPT ‐4)2023 The Journal of Pathology article Medicine Artificial Intelligence in Healthcare and Education Open access
Daniel Truhn, Chiara ML Loeffler, Gustav Anton Müller‐Franzes, Sven Nebelung, Katherine Jane Hewitt, Sebastian Brandner, +3 more
122citations -
Large language models streamline automated machine learning for clinical studies2024 Nature Communications article Medicine Artificial Intelligence in Healthcare and Education Open access
Soroosh Tayebi Arasteh, Tianyu Han, Mahshad Lotfinia, Christiane Katharina Kuhl, Jakob Nikolas Kather, Daniel Truhn, +1 more
115citations -
Combined Registration and Fusion of Evidential Occupancy Grid Maps for Live Digital Twins of Traffic2023 RWTH Publications (RWTH Aachen) conference-paper Engineering Autonomous Vehicle Technology and Safety Open access
Raphael van Kempen, Laurenz Adrian Heidrich, Bastian Lampe, Timo Woopen, Lutz Eckstein
1citations