AIMC Topic: Incubators

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AI-Guided Computing Insights into a Thermostat Monitoring Neonatal Intensive Care Unit (NICU).

Sensors (Basel, Switzerland) May 5, 2023
In any healthcare setting, it is important to monitor and control airflow and ventilation with a thermostat. Computational fluid dynamics (CFD) simulations can be carried out to investigate the airflow and heat transfer taking place inside a neonatal...
Humans Artificial Intelligence Infant, Newborn Temperature Intensive Care Units, Neonatal Ventilation Incubators
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Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning.

IEEE journal of biomedical and health informatics May 11, 2021
Video-based motion analysis recently appeared to be a promising approach in neonatal intensive care units for monitoring the state of preterm newborns since it is contact-less and noninvasive. However it is important to remove periods when the newbor...
Humans Neural Networks, Computer Databases, Factual Infant, Newborn Support Vector Machine Monitoring, Physiologic Video Recording Incubators
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Deep transfer learning for video-based detection of newborn presence in incubator.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
Preterm newborns are prone to late-onset sepsis, leading to a high risk of mortality. Video-based analysis of motion is a promising non-invasive approach because the behavior of the newborn is related to his physiological state. But it is needed to a...
Humans Neural Networks, Computer Machine Learning Databases, Factual Infant, Newborn Communications Media Incubators
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