Federated Learning Approach with Pre-Trained Deep Learning Models for COVID-19 Detection from Unsegmented CT images

Federated Learning Approach with Pre-Trained Deep Learning Models for COVID-19 Detection from Unsegmented CT images

(1) Background: Coronavirus disease 2019 (COVID-19) is an infectious disease caused by SARS-CoV-2. Reverse transcription polymerase chain reaction (RT-PCR) remains the current gold standard for detecting SARS-CoV-2 infections in nasopharyngeal swabs. In Romania, the first reported patient to have co...

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Bibliographic Details
Main Authors: Lucian Mihai Florescu, Costin Teodor Streba, Mircea-Sebastian Şerbănescu, Mădălin Mămuleanu, Dan Nicolae Florescu, Rossy Vlăduţ Teică, Raluca Elena Nica, Ioana Andreea Gheonea
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Life
Subjects:
federated learning
COVID-19
computed tomography
Online Access:https://www.mdpi.com/2075-1729/12/7/958

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