Carlos A. Silva

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

Sérgio Pereira, Adriano Pinto, Victor Alves et al. · IEEE Transactions on Medical Imaging · 2016 · 2.7K citations

Computing, Computer Science, Oncology +17

Retinal vessel segmentation based on Fully Convolutional Neural Networks

Américo Oliveira, Sérgio Pereira, Carlos A. Silva · Expert Systems with Applications · 2018 · 303 citations · Full text

Computing, Biomedical Engineering, Computer Science +14

MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans

Adriënne M. Mendrik, Koen L. Vincken, Hugo J. Kuijf et al. · Computational Intelligence and Neuroscience · 2015 · 268 citations · Full text

Medicine, Biomedical Engineering, Neuroscience +17

ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI

Stefan Winzeck, Arsany Hakim, Richard McKinley et al. · Frontiers in Neurology · 2018 · 169 citations · Full text

Computing, Computer Science, Neurology +17

Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation

Sérgio Pereira, Raphael Meier, Richard McKinley et al. · Medical Image Analysis · 2017 · 113 citations

Computing, Computer Science, Neuroscience +14