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http://hdl.handle.net/11434/2365| Title: | Predicting in-hospital delirium with CART® & Random Forests®. |
| Epworth Authors: | McKenzie, Dean Gerraty, Richard Padayachee, Laven Infeld, Bernard Downing, Marina Spitz, Gershon Hamilton, Kai Steen, Spencer Fowler |
| Keywords: | In-Hospital Delirium Delirium CART® Random Forests® Neuropsychiatric Hospital-Acquired Complications Epworth-Deakin Centre for Nursing Research, Epworth HealthCare, Victoria, Australia Monash Epworth Rehabilitation Research Centre, Epworth HealthCare, Victoria, Australia |
| Issue Date: | Aug-2025 |
| Conference Name: | Epworth HealthCare Research Week 2025 |
| Conference Location: | Epworth Research Institute, Victoria, Australia |
| Abstract: | Delirium is a severe neuropsychiatric syndrome, characterised by acute changes in attention, awareness and cognition. Delirium is one of the 16 Hospital-Acquired Complications (HACs) and is associated with greater length of hospital stay and increased patient discomfort and distress. Predicting in-Hospital Delirium with CART® & Random Forests®. |
| URI: | http://hdl.handle.net/11434/2365 |
| Type: | Conference Poster |
| Affiliated Organisations: | Swinburne University of Technology, Victoria, Australia Monash University, Victoria, Australia |
| Type of Clinical Study or Trial: | Predictive Study |
| Appears in Collections: | Research Week |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| McKenzie_Gerraty_Padayachee_Infeld_Downing_Spitz_Hamilton_FowlerSteen_EpworthResearchWeek_DeliriumPoster_31July2025.pdf | Predicting in-Hospital Delirium with CART® & Random Forests® | 269.35 kB | Adobe PDF |  View/Open |
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