Bruno Belloni

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Diabetic Retinopathy

Top Venues

Publications

Carlos Silva, Marilton S. de Aguiar, Daniel Welfer, Marcelo Dias, Alejandro Pereira, Marcelo Ribeiro, Bruno Belloni
A New Approach for Fundus Lesions Instance Segmentation Based on Mask R-CNN X101-FPN Pre-Trained Architecture. IEEE Access 11 (2023)
Carlos Santos, Marilton S. de Aguiar, Daniel Welfer, Marcelo Silva, Alejandro Pereira, Marcelo Ribeiro, Bruno Belloni
A Method Based on Deep Neural Network for Instance Segmentation of Retinal Lesions Caused by Diabetic Retinopathy. CSCI (2022)
Carlos Santos, Marilton S. de Aguiar, Daniel Welfer, Bruno Belloni
A New Approach for Detecting Fundus Lesions Using Image Processing and Deep Neural Network Architecture Based on YOLO Model. Sensors 22 (17) (2022)
Carlos Santos, Marilton S. de Aguiar, Daniel Welfer, Bruno Belloni
A New Method Based on Deep Learning to Detect Lesions in Retinal Images using YOLOv5. BIBM (2021)
Carlos Santos, Marilton Sanchotene de Aguiar, Daniel Welfer, Bruno Belloni
Deep Neural Network Model based on One-Stage Detector for Identifying Fundus Lesions. IJCNN (2021)
Carlos Santos, Marilton Sanchotene de Aguiar, Daniel Welfer, Bruno Belloni
Detection of Fundus Lesions through a Convolutional Neural Network in Patients with Diabetic Retinopathy. EMBC (2021)