Interactive Medical Image Segmentation by Statistical Seed Models. - Thiago Vallin Spina; Samuel Botter Martins; Alexandre Xavier Falcão (SIBGRAPI, 2016)

A multi-object statistical atlas adaptive for deformable registration errors in anomalous medical image segmentation. - Samuel Botter Martins; Thiago Vallin Spina; Clarissa L. Yasuda; Alexandre X. Falcão (Image Processing, 2017)

A Fast and Robust Negative Mining Approach for Enrollment in Face Recognition Systems. - Samuel Botter Martins; Giovani Chiachia; Alexandre Xavier Falcão (SIBGRAPI, 2017)

Graph-Based Image Segmentation Using Dynamic Trees. - Jordão Bragantini; Samuel Botter Martins; César Castelo-Fernández; Alexandre Xavier Falcão (CIARP, 2018)

Extending Supervoxel-based Abnormal Brain Asymmetry Detection to the Native Image Space. - Samuel Botter Martins; Alexandru C. Telea; Alexandre X. Falcão (EMBC, 2019)

A Supervoxel-Based Approach for Unsupervised Abnormal Asymmetry Detection in Mr Images of the Brain. - Samuel Botter Martins; Guilherme C. S. Ruppert; Fabiano Reis; Clarissa L. Yasuda; Alexandre X. Falcão (ISBI, 2019)

Modeling normal brain asymmetry in MR images applied to anomaly detection without segmentation and data annotation. - Samuel Botter Martins; Barbara Caroline Benato; Bruna Ferreira Silva; Clarissa Lyn Yasuda; Alexandre Xavier Falcão (Computer-Aided Diagnosis, 2019)

BADRESC: Brain Anomaly Detection based on Registration Errors and Supervoxel Classification. - Samuel Botter Martins; Alexandre X. Falcão; Alexandru C. Telea (BIOIMAGING, 2020)

Combining Registration Errors and Supervoxel Classification for Unsupervised Brain Anomaly Detection. - Samuel Botter Martins; Alexandre Xavier Falcão; Alexandru Cristian Telea (BIOSTEC (Selected Papers), 2020)

Investigating the impact of supervoxel segmentation for unsupervised abnormal brain asymmetry detection. - Samuel Botter Martins; Alexandru C. Telea; Alexandre X. Falcão (Comput. Medical Imaging Graph., 2020)

Preserving Privacy, Enhancing Robustness: Federated Learning for Lung Disease Identification in Chest X-Ray Images. - Weld Lucas Cunha; César Castelo-Fernández; Rafael Simionato; Matheus Soares de Lacerda; Samuel Botter Martins (BRACIS (3), 2024)