Scholar
Sophie Hanna Langbein
Google Scholar ID: SjDbddYAAAAJ
Leibniz Institute for Prevention Research and Epidemiology – BIPS
Survival Analysis
Machine Learning
Interpretable Machine Learning
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Citations & Impact
All-time
Citations
42
H-index
2
i10-index
2
Publications
3
Co-authors
0
Publications
5 items
A Hilbert-Valued Functional Decomposition Framework for Explaining Time-Dependent Outputs
2026
Cited
0
Functional Decomposition and Shapley Interactions for Interpreting Survival Models
2026
Cited
0
Machine Learning in Epidemiology
2026
Cited
0
Reduction Techniques for Survival Analysis
2025
Cited
0
Gradient-based Explanations for Deep Learning Survival Models
2025
Cited
0
