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Machine Learning Model for Predicting Recovery After Critical Illness
Sponsor: Hospital de Clinicas de Porto Alegre
Summary
This study aims to develop and test an artificial intelligence (AI) model to predict long-term functional status and return to work after critical illness. The main question is: Can we develop and validate a machine learning model to predict long-term functional status and return to work after critical illness?
Official title: Development and Validation of a Machine Learning Model for Predicting Functional Decline and Return to Work After Critical Illness
Key Details
Gender
All
Age Range
18 Years - Any
Study Type
OBSERVATIONAL
Enrollment
2016
Start Date
2026-03-15
Completion Date
2026-04-15
Last Updated
2026-06-10
Healthy Volunteers
No
Interventions
No interventions were performed.
No interventions were performed.
Locations (1)
Hospital de Clínicas de Porto Alegre, Intensive Care Nursing Department
Porto Alegre, Rio Grande do Sul, Brazil