Status:
COMPLETED
A Machine Learning Algorithm to Predict Health Clinical Situations in Primary Healthcare for Frail Older Adults.
Lead Sponsor:
Presage
Collaborating Sponsors:
Assistance Publique - Hôpitaux de Paris
Assistance Publique Hopitaux De Marseille
Conditions:
Frail Elderly Syndrome
Eligibility:
All Genders
65+ years
Brief Summary
Introduction: We developed a machine learning algorithm to predict the risk of emergency hospitalization within the new 7 to 14 days with a good predictive performance (AUC=0.85). Data recorded by hom...
Detailed Description
This is a retrospective observational multicenter study. This study was conducted on two distinct cohorts. Data between January 2020 - February 2023 from 50 home care facilities using PRESAEGE CARE m...
Eligibility Criteria
Inclusion
- Inclusion Criteria:
- frail older adults aged 65 years old and over
- Receive the help of a home care aide using PRESAGE CARE
- All eligible persons were invited to participate and were included if they provided consent
Exclusion
Key Trial Info
Start Date :
April 1 2016
Trial Type :
OBSERVATIONAL
Allocation :
ACTUAL
End Date :
December 1 2022
Estimated Enrollment :
1478 Patients enrolled
Trial Details
Trial ID
NCT06013709
Start Date
April 1 2016
End Date
December 1 2022
Last Update
August 28 2023
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