1 code implementation • 21 Sep 2020 • Lucas O. Teixeira, Rodolfo M. Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa
We assessed the impact of creating a CXR image database from different sources, and the COVID-19 generalization from one source to another.
Computed Tomography (CT) Explainable artificial intelligence +2
no code implementations • 13 Apr 2020 • Rodolfo M. Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos N. Silla Jr., Yandre M. G. Costa
The proposed approach achieved a macro-avg F1-Score of 0. 65 using a multi-class approach and a F1-Score of 0. 89 for the COVID-19 identification in the hierarchical classification scenario.