Anne-Christin Hauschild

Federated Random Forests can improve local performance of predictive models for various healthcare applications

2022 · 94 Zit. · Bioinformatics

CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks

2024 · 45 Zit. · Journal of Biomedical Informatics

The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach

2023 · 31 Zit. · Journal of Medical Internet Research

Fostering reproducibility, reusability, and technology transfer in health informatics

2021 · 12 Zit. · iScience

BenchXAI: Comprehensive Benchmarking of Post-hoc Explainable AI Methods on Multi-Modal Biomedical Data

2024 · 3 Zit. · bioRxiv (Cold Spring Harbor Laboratory)

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond

2021 · 1 Zit. · arXiv (Cornell University)

The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach (Preprint)

2022 · 1 Zit.

A Federated Artificial Intelligence Framework for Optimizing Pancreatic Cancer Treatment – a Technical Case Report

2026 · 0 Zit. · German Medical Science (German Research Foundation)

Potential of Machine Learning for Discharge Management Using Routine Health Insurance Data

2026 · 0 Zit. · German Medical Science (German Research Foundation)