An online platform for COVID-19 diagnostic screening using a machine learning algorithm.

Erito Marques de Souza Filho Rodrigo de Souza Tavares Bruno José Dembogurski Alice Helena Nora Pacheco Gagliano Luiz Carlos de Oliveira Pacheco Luiz Gabriel de Resende Nora Pacheco Filipe Braida do Carmo Leandro Guimarães Marques Alvim Alexandra Monteiro

Published in: Revista da Associacao Medica Brasileira (1992) (2023)

To the best of our knowledge, this is the first online application of its kind that presents a probabilistic assessment of COVID-19 using machine learning models exclusively based on the symptoms and clinical characteristics of users. The level of satisfaction was high. The integration of machine learning tools in telemedicine practice has great potential.

Keyphrases

machine learning
coronavirus disease
sars cov
healthcare
artificial intelligence
big data
deep learning
primary care
social media
respiratory syndrome coronavirus
human health
quality improvement
risk assessment
high throughput
physical activity
climate change
depressive symptoms