Gabriele Varisco

Engineering · Physical Sciences

6h-index141citations19works1.72yr avg
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Research Topics

Non-Invasive Vital Sign Monitoring(12), Neonatal Respiratory Health Research(5), Heart Rate Variability and Autonomic Control(5), Neonatal and fetal brain pathology(5), Healthcare Technology and Patient Monitoring(5)

Publications19 total

Improving central apnea detection in preterm infants: Neural network strategies and clinical impact
Computer Methods and Programs in Biomedicine·2025Open Access
Explainable Machine Learning for Central Apnea Detection in Premature Infants
2024· 1 citedOpen Access
Detecting central apneas using multichannel signals in premature infants
Physiological Measurement·2024· 4 citedOpen Access
Predicting CPAP failure after less invasive surfactant administration (LISA) in preterm infants by machine learning model on vital parameter data: a pilot study
Physiological Measurement·2023· 5 citedOpen Access
A Continuous Late-Onset Sepsis Prediction Algorithm for Preterm Infants Using Multi-Channel Physiological Signals From a Patient Monitor
IEEE Journal of Biomedical and Health Informatics·2022· 30 citedOpen Access
DeepLOS: Deep learning for late-onset sepsis prediction in preterm infants using heart rate variability
Smart Health·2022· 11 citedOpen Access
Central apnea detection in premature infants using machine learning
Computer Methods and Programs in Biomedicine·2022· 22 citedOpen Access
Effect of Music Therapy Interventions on Heart Rate Variability in Premature Infants
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)·2022· 5 citedOpen Access
A Continuous Late-Onset Sepsis Prediction Algorithm for Preterm Infants using Multimodal Physiological Signals from a Patient Monitor
2022· 2 citedOpen Access
A Continuous Late-Onset Sepsis Prediction Algorithm for Preterm Infants using Multimodal Physiological Signals from a Patient Monitor
2022Open Access
The effect of apnea length on vital parameters in apnea of prematurity – Hybrid observations from clinical data and simulation in a mathematical model
Early Human Development·2022· 10 citedOpen Access
Optimized Detection of Central Apneas Preceding Late-Onset Sepsis in Premature Infants
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)·2021· 5 cited
Listen to the Real Experts: Detecting Need of Caregiver Response in a NICU using Multimodal Monitoring Signals
2021· 2 citedOpen Access
Optimisation of clinical workflow and monitor settings safely reduces alarms in the NICU
Acta Paediatrica·2020· 27 citedOpen Access
Estimation of Heart Rate Directly from ECG Spectrogram in Neonate Intensive Care Units
2020· 5 cited
Relevance of waveform information displayed on nurses' handheld devices in a single-family room neonatal intensive care unit
TU/e Research Portal (Eindhoven University of Technology)·2019Open Access
Short and Long-Term Heart-Rate Parameters in Newborns with Different Post-menstrual Ages and Sleep Position
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2016
Multi-parametric linear and non-linear analysis of heart rate and respiration variability in premature and term newborns
2015
Water transport into PEFC gas diffusion layer: experimental characterization of diffusion and permeation
International Journal of Energy Research·2013· 12 cited

Frequent Co-authors

Peter Andriessen(16), Carola van Pul(16), Xi Long(13), Deedee Kommers(10), Ward Cottaar(7), Zheng Peng(6), Zhuozhao Zhan(5), Rong-Hao Liang(4), E.J.E. Cottaar(4), Laura Cabrera-Quirós(3), Heidi van de Mortel(2), Dirk Hüske-Kraus(2), Hendrik J. Niemarkt(2), Peng Zheng(2), Ilaria Calori(2), Louis Atallah(1), F. Bresciani(1), Andrea Casalegno(1), R. Marchesi(1), Irene S. Lensen(1)