Giulia Zanon Castro

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Severe Acute Respiratory Syndrome

Machine Learning

Systematic Review

Top Venues

Medical Biol. Eng. Comput.

Comput. Biol. Medicine

Expert Syst. Appl.

Publications

Bruno Alberto Soares Oliveira, Giulia Zanon Castro, Giovanna Luiza Medina Ferreira, Frederico Gadelha Guimarães
CML-Cardio: a cascade machine learning model to predict cardiovascular disease risk as a primary prevention strategy. Medical Biol. Eng. Comput. 61 (6) (2023)
Giulia Zanon Castro, Rúbia Reis Guerra, Frederico Gadelha Guimarães
Automatic translation of sign language with multi-stream 3D CNN and generation of artificial depth maps. Expert Syst. Appl. 215 (2023)
Nayara C. N. Barreto, Giulia Zanon Castro, Ramon Gonçalves Pereira, Francisco A. N. Pereira, Fernando M. Reis, Wagner M. Junior, Ines K. D. Cavallo, Karina B. Gomes
Predicting in vitro fertilization success in the Brazilian public health system: a machine learning approach. Medical Biol. Eng. Comput. 60 (7) (2022)
Marcos Antonio Alves, Giulia Zanon Castro, Bruno Alberto Soares Oliveira, Leonardo Augusto Ferreira, Jaime Arturo Ramírez, Rodrigo C. P. Silva, Frederico Gadelha Guimarães
Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs. Comput. Biol. Medicine 132 (2021)
Ramon Gonçalves Pereira, Giulia Zanon Castro, Pamela Azevedo, Lucas Tôrres, Isabella Zuppo, Túlio Rocha, Augusto Afonso Guerra Júnior
MCRB: A Multiclassifier Tool for Risk of Bias Assessment in a Systematic Review to Produce Health Evidence to Decision Making. CBMS (2020)