Recurrent Neural Networks for Early Detection of Late Onset Sepsis in Premature Infants Using Heart Rate Variability. - Cristhyne León; Patrick Pladys; Alain Beuchée; Guy Carrault (CinC, 2021)

Early Detection of Late Onset Sepsis in Premature Infants Using Visibility Graph Analysis of Heart Rate Variability. - Cristhyne León; Guy Carrault; Patrick Pladys; Alain Beuchée (IEEE J. Biomed. Health Informatics, 2021)

Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals. - Cristhyne León; Sandie Cabon; Hugues Patural; Géraldine Gascoin; Cyril Flamant; Jean-Michel Roué; Géraldine Favrais; Alain Beuchée; Patrick Pladys; Guy Carrault (IEEE J. Biomed. Health Informatics, 2022)