6 Result(s)

Article

Synthetic Data in Medicine

This paper explores the multifaceted implications of synthetic data in AI model development, particularly in medical contexts such as oncology. It examines the benefits of synthetic data, including privacy ...

Paula Ziethmann, Sarah Friedrich… in Datenschutz und Datensicherheit - DuD (2024)

Article

Resampling-based confidence intervals and bands for the average treatment effect in observational studies with competing risks

The g-formula can be used to estimate the treatment effect while accounting for confounding bias in observational studies. With regard to time-to-event endpoints, possibly subject to competing risks, the const...

Jasmin Rühl, Sarah Friedrich in Statistics and Computing (2024)

Article

Is there a role for statistics in artificial intelligence?

The research on and application of artificial intelligence (AI) has triggered a comprehensive scientific, economic, social and political discussion. Here we argue that statistics, as an interdisciplinary scien...

Sarah Friedrich, Gerd Antes, Sigrid Behr… in Advances in Data Analysis and Classificati… (2022)

Article

Authors’ response: on the role of data, statistics and decisions in a pandemic

Beate Jahn, Sarah Friedrich, Joachim Behnke… in AStA Advances in Statistical Analysis (2022)

Article

On the role of data, statistics and decisions in a pandemic

A pandemic poses particular challenges to decision-making because of the need to continuously adapt decisions to rapidly changing evidence and available data. For example, which countermeasures are appropriate...

Beate Jahn, Sarah Friedrich, Joachim Behnke… in AStA Advances in Statistical Analysis (2022)