Prediction of Unfavourable Outcome in Newly Covid-19 Hospitalized Patient (PredictCovid19)

June 1, 2020 updated by: Hospices Civils de Lyon

Bayesian Network to Predict Transfer in Intensive Care Units or Death in Newly Covid-19 Hospitalized Patient

The project is a part of the "Protocol for a multicentre study of nosocomial SARS-CoV2 transmission: The NOSO-COR Project" registered in ClinicalTrials (NCT04290780).

In the current pandemic context, medical resources have often been exceeded. Developing, using artificial intelligence techniques, an algorithm capable of detecting patients at risk of acute respiratory distress following Sars-Cov2 infection could help physicians to optimize the treatment of patients and health decision-makers to optimize resources. Thus, the goal of this project is to create a prediction model using artificial intelligence to predict an unfavorable evolution of Covid-19 at the hospital admission of patients

Study Overview

Status

Completed

Conditions

to Predict an Unfavorable Evolution of Covid-19 at the Hospital Admission of Patients

Intervention / Treatment

Other: non applicable

Study Type

Observational

Enrollment (Actual)

802

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Locations

France
- - Lyon, France, 69437
    - Hôpital E Herriot - Hospices Civils de LYON

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

18 years and older (Adult, Older Adult)

Accepts Healthy Volunteers

Genders Eligible for Study

All

Sampling Method

Non-Probability Sample

Study Population

The project is a part of the "Protocol for a multicentre study of nosocomial SARS-CoV2 transmission: The NOSO-COR Project"

It is an international multicentre prospective, observational, hospital-based study in adults. It will include volunteer patients, care givers and healthcare professionals in France and hospitals affiliated with the GABRIEL network. Demographic and clinical data will be collected using case-report forms designed especially for the purpose of the project. A nasopharyngeal swab will be collected and tested for SARS-CoV2 by RT-PCR. Characteristics of the study participants, the proportion of confirmed nosocomial SARS-CoV2 infections relative to all patients with syndromes suggestive of 2019-nCoV infection will be analyzed.

Description

Inclusion Criteria:

Participant must be 18 years or older at the time of signing the informed consent
Volunteer patients, care givers and healthcare professionals in France and hospitals affiliated with the GABRIEL network. Demographic and clinical data will be collected using case-report forms designed especially for the purpose of the project.
A nasopharyngeal swab will be collected and tested for SARS-CoV2 by RT-PCR.
Admission to hospital

Exclusion Criteria:

Age lower than 18 years old
Patients protected by the law

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

What is the study measuring?

Primary Outcome Measures

Outcome Measure	Time Frame
Need of mechanical ventilation, transfer to an intensive care unit or death within 21 days of admission. Time Frame: within 21 days	within 21 days

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

Hospices Civils de Lyon

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

November 11, 2019

Primary Completion (Actual)

May 14, 2020

Study Completion (Actual)

May 15, 2020

Study Registration Dates

First Submitted

May 29, 2020

First Submitted That Met QC Criteria

June 1, 2020

First Posted (Actual)

June 2, 2020

Study Record Updates

Last Update Posted (Actual)