Fernando Andreotti

SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging

Huy Phan, Fernando Andreotti, Navin Cooray et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2019 · 544 citations · Full text

Artificial Intelligence, Natural Language Processing, Structured Prediction +13

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification

Huy Phan, Fernando Andreotti, Navin Cooray et al. · IEEE Transactions on Biomedical Engineering · 2018 · 454 citations · Full text

Comparing Feature Based Classifiers and Convolutional Neural Networks to Detect Arrhythmia from Short Segments of ECG

Fernando Andreotti, Oliver Carr, Marco A. F. Pimentel et al. · Computing in cardiology · 2017 · 172 citations · Full text

An open-source framework for stress-testing non-invasive foetal ECG extraction algorithms

Fernando Andreotti, Joachim A. Behar, Sebastian Zaunseder et al. · Physiological Measurement · 2016 · 170 citations · Full text

Diagnosis, Wearable Technology, Ni-fecg Extraction Algorithms +20

Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks

Huy Phan, Fernando Andreotti, Navin Cooray et al. · 2018 · 141 citations

Sleep Disorders, Learning Sequential Features, Engineering +24