Skip to main content
COVID-19 In Vitro Diagnostic Devices and Test Methods Database

Scientific literature on COVID-19 Test Methods and Devices - detail

Detection of COVID-19 Infection from Routine Blood Exams with Machine Learning: a Feasibility Study

Detection Principle
Others
Testing Method Category
In_silico
Testing Method
machine learning
Testing Method - Additional Info
two models to discriminate between positive and negative patients
Reported Performance
accuracy: 82%-86%; sensitivity: 92%-95%
Sample Size
279 patients
Peer-reviewed
no

The database contains available information from scientific literature that is being updated periodically. Please note that the provided information (as retrieved from analysed papers) is provided only for devices commercially available with CE-IVD mark. Acknowledgements