Professor: Ana Gabriela Maguitman
Student: Mariano Maisonnave
University: Universidad Nacional del Sur
"Learning Causal Models from Digital Media"
Professor: Wagner Meira Junior
Student: Derick Oliveira
University: Universidade Federal de Minas Gerais (UFMG)
"Automatic and interpretable classification of 12-lead electrocardiogram"
Professor: Sandra Avila
Student: Alceu Bissoto
University: Universidade Estadual de Campinas (UNICAMP)
"Improving Skin Cancer Classification with Generative Adversarial Networks — Extension"
Professor: Felipe Meneguzzi
Student: Laura Tomaz da Silva
University: Pontifícia Universidade Católica do Rio Grande do Sul (PUC-RS)
"Visual Explanations for fMRI Neuroimaging Data"
Professor: Eduardo da Silva
Student: Wesley Passos
University: Universidade Federal do Rio de Janeiro (UFRJ)
"Automatic Detection of Aedes aegypti Breeding Grounds using Computer Vision and Machine Learning"
Professor: Rodrigo Mello
Student: Daniel Cestari
University: Universidade de São Paulo (USP)
"Designing Kernel space transformations from supervised data"
Professor: Anderson Rocha
Student: Antonio Theophilo
University: Universidade Estadual de Campinas (UNICAMP)
"Fighting Fake News Through Authorship Attribution and Phylogeny Analysis"
Professor: Rodrigo Barros
Student: Eduardo Pooch
University: Pontifícia Universidade Católica do Rio Grande do Sul (PUC-RS)
"Improving Pathology Localization on Chest Radiographs with Limited Supervision via Semi-Supervised Multiple-Instance Learning"
Professor: João Trindade Marques
Student: João Paulo Almeida
University: Universidade Federal de Minas Gerais (UFMG)
"Machine learning approaches for virus identification in Aedes mosquitoes using small RNAs"
Professor: Fabio Gonzalez
Student: Santiago Toledo-Cortés
University: Universidad Nacional de Colombia (UNAL)
"Computational Learning Model for the Eye Fundus Analysis to Support Medical Diagnosis"
Professor: Pablo Arbelaez
Student: Laura Daza
University: Universidad de los Andes (Uniandes)
"Lung Nodule Detection and Malignancy Prediction Using Multimodal Neural Networks"
Professor: Winston Percybrooks
Student: Pedro Narvaez
University: Universidad del Norte (Uninorte)
"Towards large scale, intelligent, computer-aided auscultation for remote primary- care settings (3rd year PhD project extension)"
Professor: Mirko Zimic
Student: Macarena Vittet
University: Universidad Peruana Cayetano Heredia (UPCH)
"A cost-effective approach for diagnostics of autism in children in low-resource settings by combination of gaze preference, pupillometry and emotion gesture recognition, performed on a portable computing device using machine learning/computer vision"