Machine Learning Model for Predicting Recovery After Critical Illness

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?

NCT Number	NCT07616388
Lead Sponsor	Hospital de Clinicas de Porto Alegre Collaborators: Federal University of Rio Grande do Sul, Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul, Brazil
Conditions	Funcional Status, Return to Work, Predictive Learning Models
Enrollment	2,016 participants
Start Date	2026-03-15
Primary Completion	2026-03-20 (estimated)
Study Completion	2026-04-15 (estimated)
Updated on ClinicalTrials.gov	2026-06-10