Francesco Renna

On instabilities of deep learning in image reconstruction and the potential costs of AI

Vegard Antun, Francesco Renna, Clarice Poon et al. · Proceedings of the National Academy of Sciences · 2020 · 713 citations · Full text

Artificial Intelligence, Image Reconstruction, Convolutional Neural Network +22

Deep learning‐based methods for individual recognition in small birds

André C. Ferreira, Liliana R. Silva, Francesco Renna et al. · Methods in Ecology and Evolution · 2020 · 189 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +19

The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification

Jorge Oliveira, Francesco Renna, Paulo Dias Costa et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 187 citations · Full text

Healthcare Monitoring Systems, Heart Failure, Engineering +19

Deep Convolutional Neural Networks for Heart Sound Segmentation

Francesco Renna, Jorge Oliveira, Miguel Coimbra · IEEE Journal of Biomedical and Health Informatics · 2019 · 128 citations

Convolutional Neural Network, Engineering, Machine Learning +18

The effect of friends on adolescent body weight

Francesco Renna, Irina B. Grafova, Nidhi Thakur · Economics & Human Biology · 2008 · 119 citations

Obesity, Childhood Obesity, Behavioral Sciences +6