Street images classification according to COVID-19 risk in Lima, Peru: a convolutional neural networks feasibility analysis.
Rodrigo M Carrillo-LarcoManuel Castillo-CaraJose Francisco Hernández Santa CruzPublished in: BMJ open (2022)
This feasibility study showed that CNNs have the potential to classify street images according to levels of COVID-19 risk. In addition to applications in clinical medicine, CNNs and street images could advance the epidemiology of COVID-19 at the population level.