Students 🎓
Prospective Students
Do you want to work with me? First of all, check my research interests here.
If you are interested in one of my research topics, please send me an email describing your background and why you are interested in working with me. I will be happy to discuss with you about your ideas and how we can work together.
Also, Professor Vitor E. Silva Souza has created a great guideline for students of different levels (in pt-br only):
- General tips for all students
- Tips for undergraduate students: Iniciação Científica (IC) and Trabalho de Conclusão de Curso (TCC)
- Tips for Master Students
- Tips for PhD students
Current Students
- Pedro Henrique Galdino Bouzon
- Level: Graduate
- Degree: Master in Informatics
- Topics: Multimodal Learning | Medical Datasets
- Higor David Oliveira
- Level: Graduate
- Degree: Master in Informatics
- Topics: Wearables | Tiny ML
- Supervisors: Andre Pacheco e Rodolfo Villaça
- Eduarda Pyrlo Magesk
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Fullstack development | Data Collection | Skin Cancer Classification
- Gabriel Schettino
- Level: Undergraduate
- Degree: Electrical Engineering
- Topics: Fullstack development | Data Analysis
- Rafael Santiago Altoé
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Tiny ML | Embedded Systems | Skin Cancer Classification
- Supervisors: Andre Pacheco
- Vinicius Moraes de Jesus
- Level: Undergraduate
- Degree: Computer Science
- Topics: Wearable devices | Mobile Development
- Supervisors: Andre Pacheco
- Renan Souza Vieira
- Level: Undergraduate
- Degree: Medicine
- Topics: Clinical investigation | Data Collection
- Supervisors: Andre Pacheco and Patricia Lyra
- Leonardo Fabem Moreira
- Level: Undergraduate
- Degree: Medicine
- Topics: Histopathology Investigation | Data Collection
- Supervisors: Andre Pacheco and Renata Careta
- Gustavo de Andrade Perini
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Software Development | Amamenta UFES
- Supervisors: Andre Pacheco, Luis Souza e Cândida Primo
- Pedro Alexandre S. Lorenzutti
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Software Development| Padtech
- Supervisors: Andre Pacheco e Luis Souza
- Pedro Henrique Muniz Carvalho
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Skin cancer classification| OOD detection
- Supervisors: Andre Pacheco e Luis Souza
- Eduarda Tonini Ferri
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Skin cancer classification| OOD detection
- Supervisors: Andre Pacheco e Luis Souza
- Elisa Müller
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Object Detection | Tiny ML | Embedded Systems
- Supervisors: Andre Pacheco, Luis Souza e Rodolfo Villaça
- Eduardo Stein Saleme
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Object Detection | Tiny ML | Embedded Systems
- Supervisors: Andre Pacheco, Luis Souza e Rodolfo Villaça
Former Students
- Lorenzo Scaramussa
- Degree: Computer Science
- Result: Anotação de imagens médicas assistida por IA: um estudo sobre segmentação de lesões de pele por não especialistas
- Supervisors: Andre Pacheco
- Renan Souza Vieira
- Degree: Medicina
- Supervisors: Andre Pacheco e Patricia Lyra
- Afonso Salvador
- Degree: Engenharia de Computação
- Result: valuating Deep Neural Skin Cancer Classifiers With Multiple Images Inputs
- Supervisors: Andre Pacheco e Luis Souza
- Guilherme Caldana
- Degree: Engenharia Elétrica
- Result: Development of the SADE platform
- Supervisors: Andre Pacheco
- Juliana Duarte Geller
- Degree: Medicine
- Result: Clinical investigation | Data Collection
- Amanda Lima Mutz
- Degree: Medicine
- Result: Clinical investigation | Data Collection
- Clayton Oliveira Vicente
- Degree: Medicine
- Result: Development of the SADE platform
- Matheus Luciano Sesana Goldner
- Degree: Computer Science
- Result: Development of the SADE platform
- Gabryel Batista
- Degree: Electrical Engineering
- Result: Development of the SADE platform
- Gabriel Pietroluongo
- Degree: Computer Engineering
- Result: Aplicação de técnicas de aprendizado por reforço em um simulador de veículo autônomo
- Elias Pereira Júnior
- Degree: Computer Engineering
- Result: Desenvolvimento de uma ferramenta para visualização de dados do Programa de Assistência Cirúrgica e Dermatológica da UFES
- Luiz Gabriel Bandeira
- Degree: Computer Engineering
- Result: Análise de transferência de aprendizado com rótulos fracos para classificação de câncer de pele
- João Celso Aguiar Marques
- Degree: Computer Science
- Result: Development of the web application to data collection
- Gabriel Giorisatto de Angelo
- Degree: Computer Engineering
- Result: Skin cancer segmentation using deep learning for images acquired from smartphones
- Code: Github
- Supervisors: Renato A. Krohling, André Pacheco
- Felipe Branquinho Rodrigues
- Degree: Computer Engineering
- Result: Desenvolvimento de uma ferramenta para análise e visualização dos dados do Programa de Assistência Dermatológica da UFES
- Supervisors: Renato A. Krohling, André Pacheco
- Gabriel Santa Clara Ucelli
- Degree: Computer Engineering
- Result: Classificação de câncer de pele usando Redes Neurais Convolutivas embarcadas em dispositivos móveis
- Code: Github
- Supervisors: Renato A. Krohling, André Pacheco
- Guilherme Artém dos Santos
- Degree: Computer Engineering
- Result: Máquinas de Boltzmann restrita usando otimização via enxame de partículas para classificação de dados
- Supervisors: Renato A. Krohling, André Pacheco
- José Mauro Nazareth Cardoso Neto
- Degree: Computer Engineering
- Result: Predição de Séries Temporais Multivariadas usando Redes Neurais
- Supervisors: Renato A. Krohling, André Pacheco