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Sandie Cabon
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2020 – today
- 2024
- [j6]Mohamed El Azzouzi, Gouenou Coatrieux, Reda Bellafqira, Denis Delamarre, Christine Riou, Naima Oubenali, Sandie Cabon, Marc Cuggia, Guillaume Bouzillé:
Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models. BMC Medical Informatics Decis. Mak. 24(1): 54 (2024) - [c8]Franck Mouney, Morgane Pierre-Jean, Denis Delamarre, Guillaume Bouzillé, Marc Cuggia, Sandie Cabon:
Synthesizing Clinical Data Warehouse Content for Enhanced External Collaboration: A Preliminary Proposal. MIE 2024: 221-225 - [c7]Alex Poiron, Sandie Cabon, Marc Cuggia:
How Trueness of Clinical Decision Support Systems Based on Machine Learning Is Assessed? MIE 2024: 813-817 - [c6]Andrés Escobedo-Gordillo, Orlando Yael Rivas-Scott, Jorge Brieva, Ernesto Moya-Albor, Sandie Cabon, Fabienne Porée, Patrick Pladys:
Non-Contact Respiratory Rate Estimation in Newborns During Quiet Sleep Using Video Magnification Techniques and a 3D Convolutional Neural Network. SIPAIM 2024: 1-5 - 2023
- [j5]Sandie Cabon, Raphaël Weber, Antoine Simon, Patrick Pladys, Fabienne Porée, Guy Carrault:
Functional Age Estimation Through Neonatal Motion Characterization Using Continuous Video Recordings. IEEE J. Biomed. Health Informatics 27(3): 1500-1511 (2023) - [c5]Houda Jebbari, Sandie Cabon, Patrick Pladys, Guy Carrault, Fabienne Porée:
Estimation of Quiet Sleep in Preterm and Full-Term Newborns Using Machine Learning Algorithms Based on Cardio-Respiratory and Motion Signals. CinC 2023: 1-4 - 2022
- [j4]Sandie Cabon, Bertille Met-Montot, Fabienne Porée, Olivier Rosec, Antoine Simon, Guy Carrault:
Extraction of Premature Newborns' Spontaneous Cries in the Real Context of Neonatal Intensive Care Units. Sensors 22(5): 1823 (2022) - [j3]Cristhyne León, Sandie Cabon, Hugues Patural, Géraldine Gascoin, Cyril Flamant, Jean-Michel Roué, Géraldine Favrais, Alain Beuchée, Patrick Pladys, Guy Carrault:
Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals. IEEE J. Biomed. Health Informatics 26(1): 400-410 (2022) - [c4]Pierre Lemordant, Fleur Mougin, Sandie Cabon, Yves Gandon, Guillaume Bouzillé, Marc Cuggia:
Indexing Imaging Reports for Data Sharing: A Study of Mapping Using RadLex Playbook and LOINC. MIE 2022: 312-316 - 2021
- [j2]Raphaël Weber, Sandie Cabon, Antoine Simon, Fabienne Porée, Guy Carrault:
Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning. IEEE J. Biomed. Health Informatics 25(5): 1419-1428 (2021) - [c3]Sandie Cabon, Raphaël Weber, Léa Cailleau, Guy Carrault, Patrick Pladys, Fabienne Porée:
Automated Quiet Sleep Detection for Premature Newborns Based on Video and ECG Analysis. CinC 2021: 1-4 - 2020
- [c2]Bertille Met-Montot, Sandie Cabon, Guy Carrault, Fabienne Porée:
Spectrogram-based fundamental frequency tracking of spontaneous cries in preterm newborns. EUSIPCO 2020: 1185-1189 - [c1]Sandie Cabon, Bertille Met-Montot, Fabienne Porée, Olivier Rosec, Antoine Simon, Guy Carrault:
Automatic Extraction of Spontaneous Cries of Preterm Newborns in Neonatal Intensive Care Units. EUSIPCO 2020: 1200-1204
2010 – 2019
- 2019
- [j1]Sandie Cabon, Fabienne Porée, Antoine Simon, Bertille Met-Montot, Patrick Pladys, Olivier Rosec, N. Nardi, Guy Carrault:
Audio- and video-based estimation of the sleep stages of newborns in Neonatal Intensive Care Unit. Biomed. Signal Process. Control. 52: 362-370 (2019)
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