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Encrypted federated learning for secure decentralized collaboration in cancer image analysis2023 Medical Image Analysis article Computer Science Privacy-Preserving Technologies in Data Open access
Daniel Truhn, Soroosh Tayebi Arasteh, Oliver Lester Saldanha, Gustav Anton Müller‐Franzes, Firas Khader, Philip Quirke, +21 more
90citations -
A comparison of modeling approaches for static and dynamic prediction of central-line bloodstream infections using electronic health records (part 1): regression models2025 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access
Shan Gao, Elena Albu, Hein Putter, Pieter Stijnen, Frank E Rademakers, Veerle Cossey, +4 more
11citations -
FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Xinyuan Ji, Zhaowei Zhu, Xi Wei, Olga Gadyatskaya, Zilong Song, Yang Liu
31citations -
Visual Assistance in Development and Validation of Bayesian Networks for Clinical Decision Support2022 IEEE Transactions on Visualization and Computer Graphics article Computer Science Bayesian Modeling and Causal Inference Open access
Juliane Müller, Seyedbehnam Beladi, Stephanie Vrede, Monique Meuschke, Peter Lucas, Johanna M. A. Pijnenborg, +1 more
7citations -
Unity in Variety: Developing a collection description standard by consensus2020 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Matt Woodburn, Deborah L Paul, Wouter Addink, Steve Baskauf, Stanley Blum, Cat Chapman, +12 more
4citations -
A Lightweight Decentralized-Learning-Based Automatic Modulation Classification Method for Resource-Constrained Edge Devices2022 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification
Biao Dong, Yuchao Liu, Guan Gui, Xue Gang Fu, Heng Dong, Bamidele Adebisi, +2 more
52citations -
Decentralized Automatic Modulation Classification Method Based on Lightweight Neural Network2022 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) conference-paper Computer Science Wireless Signal Modulation Classification
Biao Dong, Guozhen Xu, Xue Gang Fu, Heng Dong, Guan Gui, Haris Gacanin, +1 more
6citations -
One More Time: Revisiting Neural Quantum States from a Reinforcement Learning Perspective2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Juan Agustin Duque, Sergio García Heredia, Vinicius Hernandes, Eliška Greplová, Thomas Spriggs, Aaron C. Courville, +1 more
1citations -
DiSSCo Prepare D6.2 Implementation and construction plan of the DiSSCo core architecture2022 Zenodo (CERN European Organization for Nuclear Research) report Computer Science Research Data Management Practices Open access
Sam Leeflang, Claus Weiland, Jonas Grieb, Mathias Dillen, Sharif Islam, David Fichtmueller, +2 more
1citations -
Connecting the Dots: Aligning human capacity through networks toward a globally interoperable Digital Extended Specimen (DES) infrastructure2023 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Elizabeth R. Ellwood, Wouter Addink, John M. Bates, Andrew C. Bentley, Jutta Buschbom, Alina Freire‐Fierro, +18 more
0citations -
Toward target 2035: EUbOPEN - a public–private partnership to enable & unlock biology in the open2024 RSC Medicinal Chemistry article Computer Science Computational Drug Discovery Methods Open access
Claudia Tredup, Suzanne Z. Ackloo, Hartmut Beck, Peter J. Brown, Alex N. Bullock, Alessio Ciulli, +28 more
6citations -
bioacoustic-ai/bacpipe: BacPipe v1.3.4 Release Notes2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Music and Audio Processing Open access
Vincent S. Kather, Sylvain Haupert, Clea Parcerisas, Santiago Martínez Balvanera, Inês Nolasco, Ben, +2 more
1citations -
bioacoustic-ai/bacpipe: BacPipe v1.3.4 Release Notes2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Music and Audio Processing Open access
Vincent S. Kather, Sylvain Haupert, Clea Parcerisas, Santiago Martínez Balvanera, Ines Nolasco, Ben, +2 more
0citations