F05
Conditions
Interventions
Group 1: Development and training of an AI model based on retrospective data of all inpatient cases of the University Medical Center Freiburg from 01.01.2012 to 31.12.2025 with admission reason "hospi
Sponsors
Universitätsklinikum Freiburg
Eligibility
Sex/Gender
All
Age
18 Years to No maximum
Inclusion criteria
Inclusion criteria: data of all inpatient cases of the University Medical Center Freiburg from 01.01.2012 to 31.12.2025 with admission reason "hospital treatment, full inpatient" and "hospital treatment, full inpatient with previous pre-inpatient treatment" according to §21 KHEntG
Exclusion criteria
Exclusion criteria: Age <18
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| - Sensitivity and specificity of the day-related delirium classification - Sensitivity and specificity of delirium risk on the following day | — |
Secondary
| Measure | Time frame |
|---|---|
| - Feasibility of integrating the delirium model into the HIS - Usefulness of the prediction for everyday clinical practice - Comparison between CAM, DOS, ICDSC and the AI algorithm - Comparison of the risk of delirium on participating wards with comparable wards in the hospital - Change in nursing documentation over time - Change in delirium frequency over time | — |
Countries
Germany
Contacts
Public ContactJohanna Feuchtinger
Universitätsklinikum Freiburg
Outcome results
None listed