Trials / Unknown
UnknownNCT04313946
Artificial Intelligence Algorithms for Discriminating Between COVID-19 and Influenza Pneumonitis Using Chest X-Rays
The Benefits of Artificial Intelligence Algorithms (CNNs) for Discriminating Between COVID-19 and Influenza Pneumonitis in an Emergency Department Using Chest X-Ray Examinations
- Status
- Unknown
- Phase
- —
- Study type
- Observational
- Enrollment
- 200 (estimated)
- Sponsor
- Professor Adrian Covic · Academic / Other
- Sex
- All
- Age
- —
- Healthy volunteers
- Not accepted
Summary
This project aims to use artificial intelligence (image discrimination) algorithms, specifically convolutional neural networks (CNNs) for scanning chest radiographs in the emergency department (triage) in patients with suspected respiratory symptoms (fever, cough, myalgia) of coronavirus infection COVID 19. The objective is to create and validate a software solution that discriminates on the basis of the chest x-ray between Covid-19 pneumonitis and influenza
Detailed description
This project aims to use artificial intelligence (image discrimination) algorithms; * specifically convolutional neural networks (CNNs) for scanning chest radiographs in the emergency department (triage) in patients with suspected respiratory symptoms (fever, cough, myalgia) of coronavirus infection COVID 19; * the objective is to create and validate a software solution that discriminates on the basis of the chest x-ray between Covid-19 pneumonitis and influenza; * this software will be trained by introducing X-Rays from patients with/without COVID-19 pneumonitis and/or flu pneumonitis; * the same AI algorithm will run on future X-Ray scans for predicting possible COVID-19 pneumonitis
Conditions
- COVID-19
- Pneumonia, Viral
- Influenza With Pneumonia
- Flu Symptom
- Flu Like Illness
- Pneumonia, Interstitial
- Pneumonia, Ventilator-Associated
- Pneumonia Atypical
Interventions
| Type | Name | Description |
|---|---|---|
| DIAGNOSTIC_TEST | Scanning Chest X-rays and performing AI algorithms on images | Chest X-Rays; AI CNNs; Results |
Timeline
- Start date
- 2020-03-18
- Primary completion
- 2020-08-16
- Completion
- 2020-08-18
- First posted
- 2020-03-18
- Last updated
- 2020-04-27
Locations
3 sites across 3 countries: Italy, Romania, United Kingdom
Source: ClinicalTrials.gov record NCT04313946. Inclusion in this directory is not an endorsement.