Prediction of inpatient pressure ulcers based on routine healthcare data using machine learning methodology
Despite the relevance of pressure ulcers (PU) in inpatient care, the predictive power and
role of care-related risk factors (eg anesthesia) remain unclear. We investigated the …
role of care-related risk factors (eg anesthesia) remain unclear. We investigated the …
Exploring relationships between in-hospital mortality and hospital case volume using random forest: results of a cohort study based on a nationwide sample of …
M Roessler, F Walther, M Eberlein-Gonska… - BMC Health Services …, 2022 - Springer
Background Relationships between in-hospital mortality and case volume were investigated
for various patient groups in many empirical studies with mixed results. Typically, those …
for various patient groups in many empirical studies with mixed results. Typically, those …
Relationships between multiple patient safety outcomes and healthcare and hospital-related risk factors in colorectal resection cases: cross-sectional evidence from a …
Objectives Studies analysing colorectal resections usually focus on a specific outcome (eg,
mortality) and/or specific risk factors at the individual (eg, comorbidities) or hospital (eg …
mortality) and/or specific risk factors at the individual (eg, comorbidities) or hospital (eg …
Accounting for clustering in automated variable selection using hospital data: a comparison of different LASSO approaches
S Bollmann, A Groll, MM Havranek - BMC Medical Research Methodology, 2023 - Springer
Background Automated feature selection methods such as the Least Absolute Shrinkage
and Selection Operator (LASSO) have recently gained importance in the prediction of quality …
and Selection Operator (LASSO) have recently gained importance in the prediction of quality …
[PDF][PDF] Einfluss des Versorgungs-und Versorgerkontexts auf die Patient: innensicherheit am Beispiel der Geburtshilfe, kolorektalen Chirurgie und Dekubitus
F Walther - 2023 - core.ac.uk
Hintergrund Patient: innensicherheit nimmt als ethischer Grundpfeiler medizinischen
Handelns sowie als Gut öffentlichen Interesses eine Schlüsselposition in der …
Handelns sowie als Gut öffentlichen Interesses eine Schlüsselposition in der …