THE USE OF ARTIFICIAL INTELLIGENCE METHODS TO DISCRIMINATE COVID-19 FROM OTHER COMMUNITY ACQUIRED PNEUMOPATHY USING CHEST X-RAY AND CT IMAGES (AIMDP COVID-19 project)

Key facts

Disease
COVID-19
Funder
Institut Pasteur International Network (IPIN)
Principal Investigator
N/A
Research Location
N/A
Lead Research Institution
N/A
Research Priority Alignment
N/A

Research Category
Pathogen: natural history, transmission and diagnostics
Research Subcategory
Diagnostics
Special Interest Tags
N/A
Study Type
Clinical
Clinical Trial Details
Not applicable
Broad Policy Alignment
Pending
Age Group
Unspecified
Vulnerable Population
Unspecified
Occupations of Interest
Unspecified

Abstract

Diagnostic of SARS-CoV-2 Coronavirus caused-disease (Covid-19) is a bottleneck in the immediate follow-up of patients. We propose automated detection methods based on Artificial Intelligence (AI) Algorithms (Machine Learning and Form Recognition), on chest Computed tomography (CT) or X-Ray images, to discriminate the Covid-19 disease from other Community Acquired Pneumonia (CAP). The methods will be used as complement to the reverse-transcription polymerase chain reaction (RT-PCR) tests.

Publicationslinked via Europe PMC

Last Updated:4 hours ago

View all publications at Europe PMC

Creating health systems citizens: enhanced professional identity formation through a para-curricular distinction track in health systems transformation and leadership.

A Comparison of Clinical Diagnostic Classification Criteria Used in Longitudinal Cohort Studies of the Alzheimer's Disease Continuum: A Systematic Review.

Identification and Characterization of a Rare Exon 22 Duplication in <i>CFTR</i> in Two Families.

Structural Rearrangement in Cyclic Cu(II) Pyridyltriazole Complexes: Oxidation of Dabco to Oxalate and CO<sub>2</sub> Conversion to Carbonate.

Administration of FOLFIRINOX for Advanced Pancreatic Cancer: Physician Practice Patterns During Early Use.

Living in a Constant State of Fear: Phenomenological Study on Experiences of Women with High-Risk Pregnancy Waiting for Childbirth in Mpumalanga Province, South Africa.