Search Results for author: Valeria Chernina

Found 2 papers, 1 papers with code

CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification

no code implementations2 Jun 2020 Mikhail Goncharov, Maxim Pisov, Alexey Shevtsov, Boris Shirokikh, Anvar Kurmukov, Ivan Blokhin, Valeria Chernina, Alexander Solovev, Victor Gombolevskiy, Sergey Morozov, Mikhail Belyaev

We train our model on approximately 2000 publicly available CT studies and test it with a carefully designed set consisting of 32 COVID-19 studies, 30 cases with bacterial pneumonia, 31 healthy patients, and 30 patients with other lung pathologies to emulate a typical patient flow in an out-patient hospital.

Binary Classification Test

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