Ontology highlight
ABSTRACT:
SUBMITTER: Yousefzadeh M
PROVIDER: S-EPMC8104381 | biostudies-literature | 2021
REPOSITORIES: biostudies-literature
Yousefzadeh Mehdi M Esfahanian Parsa P Movahed Seyed Mohammad Sadegh SMS Gorgin Saeid S Rahmati Dara D Abedini Atefeh A Nadji Seyed Alireza SA Haseli Sara S Bakhshayesh Karam Mehrdad M Kiani Arda A Hoseinyazdi Meisam M Roshandel Jafar J Lashgari Reza R
PloS one 20210507 5
The development of medical assisting tools based on artificial intelligence advances is essential in the global fight against COVID-19 outbreak and the future of medical systems. In this study, we introduce ai-corona, a radiologist-assistant deep learning framework for COVID-19 infection diagnosis using chest CT scans. Our framework incorporates an EfficientNetB3-based feature extractor. We employed three datasets; the CC-CCII set, the MasihDaneshvari Hospital (MDH) cohort, and the MosMedData co ...[more]