Audio- and video-based estimation of the sleep stages of newborns in Neonatal Intensive Care Unit. - Sandie Cabon; Fabienne Porée; Antoine Simon; Bertille Met-Montot; Patrick Pladys; Olivier Rosec; N. Nardi; Guy Carrault (Biomed. Signal Process. Control., 2019)

Automatic Extraction of Spontaneous Cries of Preterm Newborns in Neonatal Intensive Care Units. - Sandie Cabon; Bertille Met-Montot; Fabienne Porée; Olivier Rosec; Antoine Simon; Guy Carrault (EUSIPCO, 2020)

Spectrogram-based fundamental frequency tracking of spontaneous cries in preterm newborns. - Bertille Met-Montot; Sandie Cabon; Guy Carrault; Fabienne Porée (EUSIPCO, 2020)

Automated Quiet Sleep Detection for Premature Newborns Based on Video and ECG Analysis. - Sandie Cabon; Raphaël Weber; Léa Cailleau; Guy Carrault; Patrick Pladys; Fabienne Porée (CinC, 2021)

Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning. - Raphaël Weber; Sandie Cabon; Antoine Simon; Fabienne Porée; Guy Carrault (IEEE J. Biomed. Health Informatics, 2021)

Indexing Imaging Reports for Data Sharing: A Study of Mapping Using RadLex Playbook and LOINC. - Pierre Lemordant; Fleur Mougin; Sandie Cabon; Yves Gandon; Guillaume Bouzillé; Marc Cuggia (MIE, 2022)

Extraction of Premature Newborns' Spontaneous Cries in the Real Context of Neonatal Intensive Care Units. - Sandie Cabon; Bertille Met-Montot; Fabienne Porée; Olivier Rosec; Antoine Simon; Guy Carrault (Sensors, 2022)

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)

Estimation of Quiet Sleep in Preterm and Full-Term Newborns Using Machine Learning Algorithms Based on Cardio-Respiratory and Motion Signals. - Houda Jebbari; Sandie Cabon; Patrick Pladys; Guy Carrault; Fabienne Porée (CinC, 2023)

Functional Age Estimation Through Neonatal Motion Characterization Using Continuous Video Recordings. - Sandie Cabon; Raphaël Weber; Antoine Simon; Patrick Pladys; Fabienne Porée; Guy Carrault (IEEE J. Biomed. Health Informatics, 2023)

Synthesizing Clinical Data Warehouse Content for Enhanced External Collaboration: A Preliminary Proposal. - Franck Mouney; Morgane Pierre-Jean; Denis Delamarre; Guillaume Bouzillé; Marc Cuggia; Sandie Cabon (MIE, 2024)

How Trueness of Clinical Decision Support Systems Based on Machine Learning Is Assessed? - Alex Poiron; Sandie Cabon; Marc Cuggia (MIE, 2024)

Non-Contact Respiratory Rate Estimation in Newborns During Quiet Sleep Using Video Magnification Techniques and a 3D Convolutional Neural Network. - Andrés Escobedo-Gordillo; Orlando Yael Rivas-Scott; Jorge Brieva; Ernesto Moya-Albor; Sandie Cabon; Fabienne Porée; Patrick Pladys (SIPAIM, 2024)

Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models. - Mohamed El Azzouzi; Gouenou Coatrieux; Reda Bellafqira; Denis Delamarre; Christine Riou; Naima Oubenali; Sandie Cabon; Marc Cuggia; Guillaume Bouzillé (BMC Medical Informatics Decis. Mak., 2024)

A Compact Quiet Sleep Estimator Based on Cardiorespiratory and Video Motion Features for Maturation Analysis in NICU. - Houda Jebbari; Sandie Cabon; Patrick Pladys; Guy Carrault; Fabienne Porée (IEEE J. Biomed. Health Informatics, 2025)