ORCID "Jafari Navimipour, Nima/0000-0002-5514-5536" PubMed İndeksli Yayınlar Koleksiyonu için listeleme
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Machine learning applications for COVID-19 outbreak management
Heidari, Arash; Navimipour, Nima Jafari; Unal, Mehmet; Toumaj, Shiva (Springer London Ltd, 2022)Recently, the COVID-19 epidemic has resulted in millions of deaths and has impacted practically every area of human life. Several machine learning (ML) approaches are employed in the medical field in many applications, ... -
A new lung cancer detection method based on the chest CT images using Federated Learning and blockchain systems
Heidari, Arash; Javaheri, Danial; Toumaj, Shiva; Navimipour, Nima Jafari; Rezaei, Mahsa; Unal, Mehmet (Elsevier, 2023)With an estimated five million fatal cases each year, lung cancer is one of the significant causes of death worldwide. Lung diseases can be diagnosed with a Computed Tomography (CT) scan. The scarcity and trustworthiness ... -
A privacy-aware method for COVID-19 detection in chest CT images using lightweight deep conventional neural network and blockchain
Heidari, Arash; Toumaj, Shiva; Navimipour, Nima Jafari; Unal, Mehmet (Pergamon-Elsevier Science Ltd, 2022)With the global spread of the COVID-19 epidemic, a reliable method is required for identifying COVID-19 victims. The biggest issue in detecting the virus is a lack of testing kits that are both reliable and affordable. Due ...