MCRB: A Multiclassifier Tool for Risk of Bias Assessment in a Systematic Review to Produce Health Evidence to Decision Making. - Ramon Gonçalves Pereira; Giulia Zanon Castro; Pamela Azevedo; Lucas Tôrres; Isabella Zuppo; Túlio Rocha; Augusto Afonso Guerra Júnior (CBMS, 2020)

Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs. - Marcos Antonio Alves; Giulia Zanon Castro; Bruno Alberto Soares Oliveira; Leonardo Augusto Ferreira; Jaime Arturo Ramírez; Rodrigo Silva 001; Frederico Gadelha Guimarães (Comput. Biol. Medicine, 2021)

Predicting in vitro fertilization success in the Brazilian public health system: a machine learning approach. - 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 Braga Gomes Borges (Medical Biol. Eng. Comput., 2022)

An Unsupervised Approach for Study of the Relationship Between Behavioral Profile and Facial Expressions in Video Interviews. - Ana Carolina Conceição de Jesus; Richard Vinícius Rezende Mariano; Alessandro Garcia Vieira; Jéssica Assunção da Almeida de Lima; Giulia Zanon de Castro; Wladmir Cardoso Brandão (ICEIS (1), 2023)

Studying Patterns of Behavior Profiles in Companies: A Machine Learning Approach for Classifying Archetypes in Texts. - Richard Vinícius Rezende Mariano; Giulia Zanon de Castro; Ana Carolina Conceição de Jesus; Jéssica Assunção da Almeida de Lima; Alessandro Garcia Vieira; Wladmir Cardoso Brandão (ICEIS (Revised Selected Papers 1), 2023)

Natural Language Processing Approach for Classification of Archetypes Using Text on Business Environments. - Richard Vinícius Rezende Mariano; Ana Carolina Conceição de Jesus; Alessandro Garcia Vieira; Jéssica Assunção da Almeida de Lima; Giulia Zanon de Castro; Wladmir Cardoso Brandão (ICEIS (1), 2023)

Impacts of Social Factors in Wage Definitions. - Arthur Rodrigues Soares de Quadros; Sarah Luiza de Souza Magalhães; Giulia Zanon de Castro; Jéssica Assunção da Almeida de Lima; Wladmir Cardoso Brandão; Alessandro Garcia Vieira (WEBIST, 2023)

A Probabilistic Mapping Approach to Assess the Employee Behavior Profile. - Alessandro Garcia Vieira; Ana Carolina Conceição de Jesus; Jéssica Assunção da Almeida de Lima; Richard Vinícius Rezende Mariano; Giulia Zanon de Castro; Wladmir Cardoso Brandão (CBI, 2023)

Automatic translation of sign language with multi-stream 3D CNN and generation of artificial depth maps. - Giulia Zanon Castro; Rúbia Reis Guerra; Frederico Gadelha Guimarães (Expert Syst. Appl., 2023)

CML-Cardio: a cascade machine learning model to predict cardiovascular disease risk as a primary prevention strategy. - Bruno Alberto Soares Oliveira; Giulia Zanon Castro; Giovanna Luiza Medina Ferreira; Frederico Gadelha Guimarães (Medical Biol. Eng. Comput., 2023)