Anne-Christin Hauschild

papers in the register

1. Evaluating the Potential of Machine Learning for Discharge Management on Routine Health Insurance Data
   Studies in health technology and informatics · 2026
   Machine learningLeverage (statistics)Computer scienceArtificial intelligence
2. A Federated Artificial Intelligence Framework for Optimizing Pancreatic Cancer Treatment – a Technical Case Report
   German Medical Science (German Research Foundation) · 2026
   Computer scienceCase-based reasoningArtificial intelligenceCancer treatment
3. xGNN4MI: explainability of graph neural networks in 12-lead electrocardiography for cardiovascular disease classification
   npj Digital Medicine · 2026
   InterpretabilityComputer scienceWorkflowArtificial intelligence
4. Potential of Machine Learning for Discharge Management Using Routine Health Insurance Data
   German Medical Science (German Research Foundation) · 2026
   Leverage (statistics)Machine learningArtificial intelligenceComputer science
5. Effects of Non-IID Distributions in Lung Cancer Data on Survival Prediction with Federated Ensemble Learning
   Studies in health technology and informatics · 2026
   AdaBoostRandom forestEnsemble learningComputer science
6. Ensemble Post-hoc Explainable AI for Multilead ECG: Identifying Disease-Relevant Features in Single-Lead Interpretations
   bioRxiv (Cold Spring Harbor Laboratory) · 2025
   Multivariate statisticsSeries (stratigraphy)Computer scienceArtificial intelligence
7. A somnologist’s guide to explainable deep neural networks for sleep scoring
   Somnologie - Schlafforschung und Schlafmedizin · 2025
   Sleep (system call)Artificial neural networkArtificial intelligenceComputer science
8. Ensemble multi-objective hyperparameter optimization for the classification of imbalanced heart disease data
   Expert Systems with Applications · 2025
   HyperparameterComputer scienceMachine learningArtificial intelligence
9. BenchXAI: Comprehensive benchmarking of post-hoc explainable AI methods on multi-modal biomedical data
   Computers in Biology and Medicine · 2025
   BenchmarkingComputer sciencePost hocModal
10. CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks
    Journal of Biomedical Informatics · 2024
    Computer scienceRetrainingArtificial intelligenceInteractivity
11. Explainable Artificial Intelligence on Biosignals for Clinical Decision Support.
    KDD · 2024

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