Anne-Christin Hauschild · Gießen — hessian.AI research register · hessian.AI

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AH

Anne-Christin Hauschild

Professor · Gießen

hessian.AI

10

papers in the register

104

works on openalex

papers in the register

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
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
xGNN4MI: explainability of graph neural networks in 12-lead electrocardiography for cardiovascular disease classification
npj Digital Medicine · 2026

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InterpretabilityComputer scienceWorkflowArtificial intelligence

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

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

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

Ensemble multi-objective hyperparameter optimization for the classification of imbalanced heart disease data

Expert Systems with Applications · 2025

HyperparameterComputer scienceMachine learningArtificial intelligence

BenchXAI: Comprehensive benchmarking of post-hoc explainable AI methods on multi-modal biomedical data

Computers in Biology and Medicine · 2025

BenchmarkingComputer sciencePost hocModal

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

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

Journal of Biomedical Informatics · 2024

Computer scienceRetrainingArtificial intelligenceInteractivity

Profile built from publicly available sources (OpenAlex, arXiv; origin per Art. 14 GDPR). Corrections or removal · aisr@hessian.ai