Symptom based COVID-19 test recommendation system using machine learning technique

• Published in: Intelligent decision technologies Vol. 16; no. 1; pp. 181 - 191
• Main Authors: Kalabarige, Lakshmana Rao, Maringanti, Himabindu
• Format: Journal Article
• Language: English
• Published: London, England SAGE Publications 01.01.2022; Sage Publications Ltd
• Subjects: Classification; Coronaviruses; COVID-19; COVID-19 diagnostic tests; Datasets; Decision trees; Health care facilities; Machine learning; Oversampling; Pandemics; Recommender systems; Signs and symptoms; Support vector machines; Synthesis; Viral diseases; Viruses; COVID-19; comorbidity; random forest; machine learning; data balancing

At present, the mankind of the entire world is under serious threat due to the unexpected COVID-19 pandemic. The advent of this pandemic exposes many drawbacks in the medical and healthcare system. As per the guidelines of WHO, the spread of the virus must be controlled through proper measures that...