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
- Gabriel Giorisatto de Angelo
- Level: Graduate
- Degree: Master in Informatics
- Topics: Machine Learning | LLMs| Skin Cancer Classification
- Afonso Salvador
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Machine Learning | Computer Vision | Data Fusion | Skin Cancer Classification
- Arthur Trarbach Sampaio
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Machine Learning | Computer Vision | Data Fusion | Skin Cancer Classification
- Eduarda Pyrlo Magesk
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Fullstack development | Data Collection | Skin Cancer Classification
- Guilherme Caldana
- Level: Undergraduate
- Degree: Electrical Engineering
- Topics: Fullstack development | Data Collection
- Gabriel Schettino
- Level: Undergraduate
- Degree: Electrical Engineering
- Topics: Fullstack development | Data Collection
- Rafael Santiago Altoé
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Fullstack development | Data Collection | Skin Cancer Classification
- Lorenzo Scaramussa
- Level: Undergraduate
- Degree: Computer Science
- Topics: Medical Image Segmentation
- João Ubaldo Xavier
- Level: Undergraduate
- Degree: Computer Engineering
- Topics: Mobile devlopment | Smartwatches | Data Collection
- Renan Souza Vieira
- Level: Undergraduate
- Degree: Medicine
- Topics: Clinical investigation | Data Collection
- Juliana Duarte Geller
- Level: Undergraduate
- Degree: Medicine
- Topics: Clinical investigation | Data Collection
- Amanda Lima Mutz
- Level: Undergraduate
- Degree: Medicine
- Topics: Clinical investigation | Data Collection
Former Students
- 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