Talks
An overview of the talks I have given in the past. Currently limited to talks from 2021 and later.
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Predicting Prediction Performance
Oral presentation | 46th Annual Conference of the International Society for Clinical Biostatistics (ISCB) | Basel, Switzerland
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Machine Learning with Hierarchical data – Pitfalls and Solutions for Model Validation
Oral presentation | 55th Statistical Computing Workshop | Günzburg, Germany
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An estimand framework to guide model and algorithm evaluation in predictive modelling
Invited talk | 2nd Workshop on Missing Values and Estimands in Diagnostic Accuracy Studies | Hamburg, Germany
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AI in healthcare – certainly an uncertain endeavor
Invited talk | GMDS Summer Academy | Munich, Germany
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Estimand-aligned data splitting and performance estimation in applied machine learning
Invited talk | 54th Statistical Computing Workshop | Günzburg, Germany
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{cases} - an R package for simultaneous evaluation of multiple diagnostic tests or prediction models regarding co-primary endpoints sensitivity and specificity
Poster presentation | 70th Biometric Colloquium | Lübeck, Germany
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{mldesign} - an R package to conduct meaningful data splitting in applied machine learning
Poster presentation | 70th Biometric Colloquium | Lübeck, Germany
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An estimand framework to guide model and algorithm evaluation in predictive modelling
Poster presentation | 5th Conference of the Central European Network | Basel, Switzerland
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The role of estimands in machine learning algorithm evaluation
Invited talk | 1st Workshop on Missing Values and Estimands in Diagnostic Accuracy Studies | Hamburg, Germany
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The role of estimands in machine learning algorithm evaluation
Oral presentation | DAGStat Conference 2022 | Hamburg, Switzerland
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Model evaluation in applied machine learning
Invited talk | Medical Imaging with Deep Learning (MIDL) Conference 2021 - Doctoral Symposium | Lübeck, Germany (virtual)