José Bernal

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards et al. · Nature Communications · 2022 · 306 citations · Full text

Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features

Kaisar Kushibar, Sergi Valverde, Sandra González-Villà et al. · Medical Image Analysis · 2018 · 118 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks

Albert Clèrigues, Sergi Valverde, José Bernal et al. · Computers in Biology and Medicine · 2019 · 117 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +32

Transfer learning for classification of cardiovascular tissues in histological images

Claudia Mazo, José Bernal, María Trujillo et al. · Computer Methods and Programs in Biomedicine · 2018 · 71 citations

Image Analysis, Machine Learning, Medical Imaging +15

Transparency of Artificial Intelligence in Healthcare: Insights from Professionals in Computing and Healthcare Worldwide

José Bernal, Claudia Mazo · Applied Sciences · 2022 · 61 citations · Full text

Artificial Intelligence, Engineering, Responsible Ai +19