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OpenTrials
Completed

NCT Number: NCT04358510

COVID-19 Mortality Prediction Model

The objective of this study is to develop and evaluate an algorithm which accurately predicts mortality in COVID-19, pneumonia and mechanically ventilated ICU patients.

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Key information

Conditions

COVID-19 Coronaviridae Infections Coronavirus Infections Infections Lung Diseases Mechanical Ventilation Nidovirales Infections Pneumonia Pneumonia, Viral RNA Virus Infections Respiratory Tract Diseases Respiratory Tract Infections Virus Diseases

Age range

18 year and older

Sex eligibility

All sexes

Study type

Observational

Primary location

Dascena

Oakland, California, 94612-2603, United States

About this study

Retrospective study of 53,001 total ICU patients, including 9,166 patients with pneumonia and 25,895 mechanically ventilated patients, performed on the MIMIC dataset. The NPH patient dataset includes 114 patients positive for SARS-COV-2 by PCR test.

Who can participate

Healthy volunteers accepted: No

Only the study team can determine whether someone qualifies for participation.

Inclusion criteria

  • Patients aged 18 years or older
  • Record of ICU stay

Exclusion criteria

  • Patients aged less than 18 years
  • Patients for which there were no records of raw data or no discharge or death dates.

Treatment and study plan

COViage

Device

The COViage machine learning algorithm is designed to predict mortality in COVID-19, pneumonia and mechanically ventilated ICU patients.

Primary outcomes

  1. Mortality outcome in COVID-19 ICU patients

    Time frame: Through study completion, an average of 2 months

    Deceased or not deceased

  2. Mortality outcome in mechanically ventilated ICU patients

    Time frame: Through study completion, an average of 2 months

    Deceased or not deceased

  3. Mortality outcome in pneumonia ICU patients

    Time frame: Through study completion, an average of 2 months

    Deceased or not deceased

Sponsors and collaborators

Lead sponsor

Dascena

Industry

Registry information

Official study title

Mortality Prediction Model for the Triage of COVID-19, Pneumonia and Mechanically Ventilated ICU Patients

Important dates

Study start
2020
Primary completion
2020
Study completion
2020
First posted
Apr 24, 2020
Registry last updated
Apr 24, 2020

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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