A Novel Approach to Differentiate COVID-19 Pneumonia in Chest X-ray. - Luis Vinícius de Moura; Caroline Machado Dartora; Christian Mattjie de Oliveira; Rodrigo Coelho Barros; Ana Maria Marques da Silva (BIBE, 2020)

Explainable Machine Learning for COVID-19 Pneumonia Classification With Texture-Based Features Extraction in Chest Radiography. - Luis Vinícius de Moura; Christian Mattjie de Oliveira; Caroline Machado Dartora; Rodrigo C. Barros; Ana Maria Marques da Silva (Frontiers Digit. Health, 2021)

Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey. - Otávio Parraga; Martin D. Móre; Christian Mattjie de Oliveira; Nathan S. Gavenski; Lucas S. Kupssinskü; Adilson Medronha; Luis Vinícius de Moura; Gabriel S. Simões; Rodrigo C. Barros (CoRR, 2022)

Zero-Shot Performance of the Segment Anything Model (SAM) in 2D Medical Imaging: A Comprehensive Evaluation and Practical Guidelines. - Christian Mattjie de Oliveira; Luis Vinícius de Moura; Rafaela Cappelari Ravazio; Lucas S. Kupssinskü; Otávio Parraga; Marcelo Mussi Delucis; Rodrigo C. Barros (BIBE, 2023)

Radiomics for Predicting Oxygen Necessity in COVID-19 Patients Using Longitudinal Lung Computed Tomography. - Rafaela Cappelari Ravazio; Christian Mattjie de Oliveira; Luis Vinícius de Moura; Lucas S. Kupssinskü; Rodrigo C. Barros; Denise Cantarelli Machado; Ana Maria Marques da Silva (BIBE, 2023)

A new model for classification of medical CT images using CNN: a COVID-19 case study. - Pedro Moises de Sousa; Pedro Cunha Carneiro; Gabrielle Macedo Pereira; Mariane Modesto Oliveira; Carlos Alberto da Costa Junior; Luis Vinícius de Moura; Christian Mattjie de Oliveira; Ana Maria Marques da Silva; Túlio Augusto Alves Macedo; Ana Claudia Patrocinio (Multim. Tools Appl., 2023)

Unlocking The Potential Of Vision-Language Models For Mammography Analysis. - Luis Vinícius de Moura; Rafaela Cappelari Ravazio; Christian Mattjie de Oliveira; Lucas Silveira Kupssinskü; Carla Maria Dal Sasso Freitas; Rodrigo C. Barros (ISBI, 2024)

Fairness in Deep Learning: A Survey on Vision and Language Research. - Otávio Parraga; Martin D. Móre; Christian Mattjie de Oliveira; Nathan S. Gavenski; Lucas S. Kupssinskü; Adilson Medronha; Luis Vinícius de Moura; Gabriel S. Simões; Rodrigo C. Barros (ACM Comput. Surv., 2025)