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S. Cabon · SciRah

Researcher profile · Semantic Scholar

S. Cabon

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S. Cabon — researcher profile on SciRah

h-index: 9
Works: 30
Citations: 207

Most-cited papers

Video and audio processing in paediatrics: a review
S. Cabon, F. Porée, A. Simon, O. Rosec +2 more
2019Physiological Measurement39 citations
Semantic Scholar
Audio- and video-based estimation of the sleep stages of newborns in Neonatal Intensive Care Unit
S. Cabon, F. Porée, A. Simon, Bertille Met-Montot +4 more
2019Biomedical Signal Processing and Control29 citations Open access
Semantic Scholar
Quiet Sleep Organization of Very Preterm Infants Is Correlated With Postnatal Maturation
Léa Cailleau, Raphaël Weber, S. Cabon, C. Flamant +7 more
2020Frontiers in Pediatrics22 citations Open access
Semantic Scholar
Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals
Cristhyne León, S. Cabon, H. Patural, G. Gascoin +6 more
2021IEEE journal of biomedical and health informatics18 citations Open access
Semantic Scholar
Motion Estimation and Characterization in Premature Newborns Using Long Duration Video Recordings
S. Cabon, F. Porée, A. Simon, M. Ugolin +3 more
201718 citations
Semantic Scholar
Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models
M. El Azzouzi, G. Coatrieux, R. Bellafqira, D. Delamarre +5 more
2024BMC Medical Informatics and Decision Making12 citations Open access
Semantic Scholar
Automatic Extraction of Spontaneous Cries of Preterm Newborns in Neonatal Intensive Care Units
S. Cabon, Bertille Met-Montot, F. Porée, O. Rosec +2 more
2021European Signal Processing Conference12 citations
Semantic Scholar
Voxyvi: A system for long-term audio and video acquisitions in neonatal intensive care units.
S. Cabon, F. Porée, G. Cuffel, O. Rosec +4 more
2021Early Human Development11 citations Open access
Semantic Scholar
Extraction of Premature Newborns’ Spontaneous Cries in the Real Context of Neonatal Intensive Care Units
S. Cabon, Bertille Met-Montot, F. Porée, O. Rosec +2 more
2022Italian National Conference on Sensors9 citations Open access
Semantic Scholar
Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning
Raphaël Weber, S. Cabon, A. Simon, F. Porée +1 more
2021IEEE journal of biomedical and health informatics9 citations Open access
Semantic Scholar
Expectations of Intensive Care Physicians Regarding an AI-Based Decision Support System for Weaning From Continuous Renal Replacement Therapy: Predevelopment Survey Study
B. Popoff, S. Cabon, M. Cuggia, G. Bouzillé +1 more
2025JMIR Medical Informatics6 citations Open access
Semantic Scholar
Functional Age Estimation Through Neonatal Motion Characterization Using Continuous Video Recordings
S. Cabon, Raphaël Weber, A. Simon, P. Pladys +2 more
2022IEEE journal of biomedical and health informatics4 citations Open access
Semantic Scholar
Combining a Risk Factor Score Designed From Electronic Health Records With a Digital Cytology Image Scoring System to Improve Bladder Cancer Detection: Proof-of-Concept Study
S. Cabon, Sarra Brihi, R. Fezzani, M. Pierre-Jean +2 more
2024Journal of Medical Internet Research3 citations Open access
Semantic Scholar
Spectrogram-based fundamental frequency tracking of spontaneous cries in preterm newborns
Bertille Met-Montot, S. Cabon, G. Carrault, F. Porée
2021European Signal Processing Conference3 citations
Semantic Scholar
Automated Quiet Sleep Detection for Premature Newborns Based on Video and ECG Analysis
S. Cabon, Raphaël Weber, Léa Cailleau, G. Carrault +2 more
20212021 Computing in Cardiology (CinC)3 citations
Semantic Scholar
Estimation of Quiet Sleep in Preterm and Full-Term Newborns Using Machine Learning Algorithms Based on Cardio-Respiratory and Motion Signals
Houda Jebbari, S. Cabon, Patrick Pladys, Guy Carrault +1 more
20232023 Computing in Cardiology (CinC)2 citations Open access
Semantic Scholar
Monitoring of premature newborns by video and audio analyses
S. Cabon
20192 citations Open access
Semantic Scholar
Early Maturation of Heart Rate Variability in Very Preterm Infants Depends on Neonatal Factors and Is Associated With Neurodevelopmental Risk
Léa Bonneau, Cyril Flamant, M. Esvan, Jean-Michel Roué +6 more
2026Acta paediatrica1 citations Open access
Semantic Scholar
Metric Hub: A metric library and practical selection workflow for use-case-driven data quality assessment in medical AI
Katinka Becker, Maximilian P. Oppelt, Tobias S. Zech, Martin Seyferth +18 more
2026arXiv.org1 citations
Semantic Scholar
A Compact Quiet Sleep Estimator Based on Cardiorespiratory and Video Motion Features for Maturation Analysis in NICU
Houda Jebbari, S. Cabon, Patrick Pladys, G. Carrault +1 more
2025IEEE journal of biomedical and health informatics1 citations Open access
Semantic Scholar
How Trueness of Clinical Decision Support Systems Based on Machine Learning Is Assessed?
Alex Poiron, S. Cabon, M. Cuggia
2024Medical Informatics Europe1 citations Open access
Semantic Scholar
Non-Contact Respiratory Rate Estimation in Newborns During Quiet Sleep Using Video Magnification Techniques and a 3D Convolutional Neural Network
Andrés Escobedo-Gordillo, Orlando Rivas-Scott, J. Brieva, Ernesto Moya-Albor +3 more
2024Symposium on Medical Information Processing and Analysis1 citations
Semantic Scholar
MINE: An Interactive Platform for Expert-Guided Medical Information Extraction
Chuanming Dong, S. Cabon, M. Cuggia, Boris Delange
2026Medical Informatics Europe0 citations Open access
Semantic Scholar
Qualifying Missingness in Real-World Clinical Data for Secondary Use
Pauline Fracasso, M. Pierre-Jean, G. Coatrieux, M. Cuggia +1 more
2026Medical Informatics Europe0 citations Open access
Semantic Scholar
A Sentence Classification–Based Medical Status Extraction Pipeline for Electronic Health Records: Institutional Case Study
Chuan-Ming Dong, Boris Delange, Alex Poiron, M. El Azzouzi +4 more
2025JMIR Medical Informatics0 citations Open access
Semantic Scholar
Spatio-Temporal Fuzzy Coding of Video Motion Time Series for Late Onset Sepsis Detection in Neonatalogy
Rim Ait Ben Aoumar, S. Cabon, Patrick Pladys, G. Carrault +1 more
2025Annual International Conference of the IEEE Engineering in Medicine and Biology Society0 citations Open access
Semantic Scholar
Laboratory Results in Ouest Data Hub - Standardization and Data Quality Overview
M. Pierre-Jean, Pauline Fracasso, S. Cabon, M. Cuggia +1 more
2025Medical Informatics Europe0 citations Open access
Semantic Scholar
Synthesizing Clinical Data Warehouse Content for Enhanced External Collaboration: A Preliminary Proposal
Franck Mouney, M. Pierre-Jean, D. Delamarre, G. Bouzillé +2 more
2024Medical Informatics Europe0 citations Open access
Semantic Scholar
Indexing Imaging Reports for Data Sharing: A Study of Mapping Using RadLex Playbook and LOINC
Pierre Lemordant, Fleur Mougin, S. Cabon, Y. Gandon +2 more
2022Medical Informatics Europe0 citations Open access
Semantic Scholar
Temporal Deep Learning for Sleep State Classification in Preterm Newborns using Cardiorespiratory and Motion Features
R. Ait, Ben Aoumar, S. Cabon, Houda Jebbari +2 more
0 citations
Semantic Scholar

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