Bruno Alberto Soares Oliveira

Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs

Marcos Antônio Alves, Giulia Zanon de Castro, Bruno Alberto Soares Oliveira et al. · Computers in Biology and Medicine · 2021 · 107 citations · Full text

Disease Diagnosis, Health Informatics, Engineering +12

Automated Monitoring of Construction Sites of Electric Power Substations Using Deep Learning

Bruno Alberto Soares Oliveira, Abílio Pereira de Faria Neto, Roberto Márcio Arruda Fernandino et al. · IEEE Access · 2021 · 40 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +21

Automated diagnosis of schistosomiasis by using faster R-CNN for egg detection in microscopy images prepared by the Kato–Katz technique

Bruno Alberto Soares Oliveira, João Marcelo Peixoto Moreira, Paulo Ricardo Silva Coelho et al. · Neural Computing and Applications · 2022 · 11 citations

Egg Detection, Medicine, Digital Pathology +8

CML-Cardio: a cascade machine learning model to predict cardiovascular disease risk as a primary prevention strategy

Bruno Alberto Soares Oliveira, Giulia Zanon de Castro, Giovanna Luiza Medina Ferreira et al. · Medical & Biological Engineering & Computing · 2023 · 10 citations