COVID-19 and Pneumonia detection and web deployment from CT scan and X-ray images using deep learning

During the COVID-19 pandemic, pneumonia was the leading cause of respiratory failure and death. In addition to SARS-COV-2, it can be caused by several other bacterial and viral agents. Even today, variants of SARS-COV-2 are endemic and COVID-19 cases are common in many places. The symptoms of COVID-...

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Veröffentlicht in:	PloS one 2024-07, Vol.19 (7), p.e0302413
Hauptverfasser:	Islam, Nahid, Mohsin, Abu S M, Choudhury, Shadab Hafiz, Shaer, Tazwar Prodhan, Islam, Md Adnan, Sadat, Omar, Taz, Nahid Hossain
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Automation Bacterial pneumonia Betacoronavirus Biology and Life Sciences Computed tomography Computer and Information Sciences Coronavirus Infections - diagnosis Coronavirus Infections - diagnostic imaging COVID-19 COVID-19 - diagnostic imaging CT imaging Data mining Datasets Deep Learning Diagnostic imaging Disease transmission Epidemics Health aspects Humans Internet Machine learning Medical imaging Medical imaging equipment Medicine and Health Sciences Neural networks Pandemics Patients Pneumonia Pneumonia - diagnosis Pneumonia - diagnostic imaging Pneumonia, Viral - diagnostic imaging Radiation Research and Analysis Methods SARS-CoV-2 - isolation & purification Severe acute respiratory syndrome coronavirus 2 Signs and symptoms Taiwan Tomography, X-Ray Computed - methods Viral diseases X-rays
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