469 citations
- Leipzig UniversityDE50 papers
- Technische Universität DresdenDE26 papers
- German Research Centre for Artificial IntelligenceDE16 papers
- Max Planck Institute for Mathematics in the SciencesDE9 papers
- Friedrich Schiller University JenaDE8 papers
- Leipzig University of Applied SciencesDE7 papers
- Bauhaus-Universität WeimarDE6 papers
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- Heidelberg UniversityDE5 papers
- Ludwig-Maximilians-Universität MünchenDE5 papers
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Showing 2025 · cs.LGShow all
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cs.LG2025
Unsupervised risk factor identification across cancer types and data modalities via explainable artificial intelligence
Maximilian Ferle, Jonas Ader, Thomas Wiemers +7
Risk stratification is a key tool in clinical decision-making, yet current approaches often fail to translate sophisticated survival analysis into actionable clinical criteria. We…
cs.LG2025★ 1 cited
Generating Reliable Synthetic Clinical Trial Data: The Role of Hyperparameter Optimization and Domain Constraints
Waldemar Hahn, Jan-Niklas Eckardt, Christoph Röllig +3
The generation of synthetic clinical trial data offers a promising approach to mitigating privacy concerns and data accessibility limitations in medical research. However, ensuring…
cs.LG2025★ 1 cited
Federated Learning With Individualized Privacy Through Client Sampling
Lucas Lange, Ole Borchardt, Erhard Rahm
With growing concerns about user data collection, individualized privacy has emerged as a promising solution to balance protection and utility by accounting for diverse user privac…