Ramon Pires

A data-driven approach to referable diabetic retinopathy detection

Ramon Pires, Sandra Avila, Jacques Wainer et al. · Artificial Intelligence in Medicine · 2019 · 159 citations

Diabetic Retinopathy, Image Analysis, Engineering +7

Alzheimer's Disease Detection Through Whole-Brain 3D-CNN MRI

Guilherme Folego, Marina Weiler, Raphael Fernandes Casseb et al. · Frontiers in Bioengineering and Biotechnology · 2020 · 136 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Advancing Bag-of-Visual-Words Representations for Lesion Classification in Retinal Images

Ramon Pires, Herbert F. Jelinek, Jacques Wainer et al. · PLoS ONE · 2014 · 96 citations · Full text

Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral

Ramon Pires, Sandra Avila, Herbert F. Jelinek et al. · IEEE Journal of Biomedical and Health Informatics · 2015 · 69 citations

Ocular Disease, Engineering, Machine Learning +19

Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection

Ramon Pires, Herbert F. Jelinek, Jacques Wainer et al. · IEEE Transactions on Biomedical Engineering · 2013 · 65 citations

Ocular Disease, Engineering, Machine Learning +21