Application of Machine Learning and Deep Learning in diagnosis Covid19

Predicting the progression of COVID-19 in hospitalised patients was an important challenge during the pandemic, particularly when healthcare resources were limited. This study investigates the use of machine learning (ML) and deep learning (DL) models to predict three clinical outcomes: death, admission to the intensive care unit (ICU), and clinical status (improvement or worsening). The study uses two patient datasets: an Algerian cohort of 80 patients from the Internal Medicine Department of the University Hospital Centre of Constantine, collected between July and August 2020, and a French c

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