A Matemática da Eletrônica
Published in Scientia Prima, 2013
This paper is about the mathematical concepts in Electronics.
Posts by Collection
publications
Modelo para auxílio no diagnóstico de estenoses em artérias coronárias
Published in Unisinos Pesquisa+, 2019
This poster is about a technique to measure narrowing in coronary arteries diseases.
Software para auxílio no diagnóstico de estenoses em artérias coronárias
Published in Journal of Brazilian Society of Cardiology ABC Cardiol - Arquivos Brasileiros de Cardiologia, 2019
This poster is about a technique to measure narrowing in coronary arteries diseases.
Nodal Analysis for Coronary Artery Ischemia Diagnosis
Published in Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS) 2020, 2020
This paper is about an electronic model for coronary artery narrowing analysis.
Functional Coronary Artery Assessment: a Systematic Literature Review
Published in Wiener Klinische Wochenschrift, 2021
This study presents systematic review applied to the coronary artery assessment techniques
Coronary Artery Disease Automatic Classification
Published in Escola Regional de Computação Aplicada à Saúde (ERCAS) 2021, 2021
This study presents a pipeline to automatically determine the presence of narrowing in the right coronary artery (RCA).
DEEPCADD: A Deep Neural Network for Automatic Detection of Coronary Artery Disease
Published in Prêmio Artur Ziviani de Teses e Dissertações – CTD - Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS), 2022
This study presents an Deep Learning architecture to automatically determine the presence of narrowing in the right coronary artery (RCA).
DEEPCADD: A Deep Learning Architecture for Automatic Detection of Coronary Artery Disease
Published in IEEE International Joint Conference on Neural Networks (IJCNN), 2022
This study presents an Deep Learning architecture to automatically determine the presence of narrowing in the right coronary artery (RCA).
Use of artificial intelligence in the classification of elementary orallesions from clinical images
Published in International Journal of Environmental Research and Public Health (Oral Diseases Diagnosis, Treatment, and Management special edition), 2023
We reported the development of an articial intelligence model for the automated classication of elementar lesions from oral clinical images, achieving satisfactory performance.
Convolutional neural network misclassification analysis in oral lesions: an error evaluation criterion by image characteristics
Published in Oral Surgery, Oral Medicine, Oral Pathology and Oral Radiology, 2023
This retrospective study analyzed the errors generated by a convolutional neural network (CNN) when performing automated classification of oral lesions according to their clinical characteristics, seeking to identify patterns in systemic errors in the intermediate layers of the CNN.
Autoencoders to detect manifestation shift in medical images
Published in Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS) 2025, 2025
This study introduces a novel approach proposing self-awareness in detecting manifestation shifts within medical images, designing the challenge as a classification of lesion subtypes. The proposed method achieved competitive performance compared with recent literature utilizing reconstruction thresholds based on histogram analysis.
teaching
SAP Teaching experience 1
Teacher assistant, SAP, 2019
Teaching SAPUI5 and JAVA for students in the SAP TechSchool.
Unisinos Teaching experience 1
Teacher assistant, Unisinos, Programa de Pós Graduação em Computação Aplicada, 2021
Working with Prof. PhD. Gabriel Ramos in the Programming I classes.