Hannah Mayer

Endenicher Allee 60
Bonn, NW 53115, Germany

Last Updated: 09/26/2026

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Found 9 publications

Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets.

Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets.

Journal: IEEE open journal of engineering in medicine and biology

Published: November 25, 2022

Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy.

Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy.

Journal: BMJ open

Published: September 22, 2021

Early prediction of decompensation (EPOD) score: Non-invasive determination of cirrhosis decompensation risk.

Early prediction of decompensation (EPOD) score: Non-invasive determination of cirrhosis decompensation risk.

Journal: Liver international : official journal of the International Association for the Study of the Liver

Published: September 15, 2021

Population pharmacokinetic analysis of rivaroxaban in children and comparison to prospective physiologically-based pharmacokinetic predictions.

Population pharmacokinetic analysis of rivaroxaban in children and comparison to prospective physiologically-based pharmacokinetic predictions.

Journal: CPT: pharmacometrics & systems pharmacology

Published: April 01, 2021

Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets.

Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets.

Journal: Frontiers in big data

Published: September 06, 2020

Multiscale classification of heart failure phenotypes by unsupervised clustering of unstructured electronic medical record data.

Multiscale classification of heart failure phenotypes by unsupervised clustering of unstructured electronic medical record data.

Journal: Scientific reports

Published: May 11, 2020

Comment on model-based meta-analysis to evaluate optimal doses of direct oral factor Xa inhibitors in atrial fibrillation patients.

Comment on model-based meta-analysis to evaluate optimal doses of direct oral factor Xa inhibitors in atrial fibrillation patients.

Journal: Blood advances

Published: October 18, 2018

A stochastic model for immunotherapy of cancer.

A stochastic model for immunotherapy of cancer.

Journal: Scientific reports

Published: September 22, 2015

Stochastic modelling of T-cell activation.

Stochastic modelling of T-cell activation.

Journal: Journal of mathematical biology

Published: April 02, 2013

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Last Updated: 09/26/2026