@inproceedings{9d2014928ee84cbaa64d01df7be9ce33,
title = "Closed-Loop Control of Arterial CO2 in Mechanical Ventilation of Neonates",
abstract = "During mechanical ventilation of the neonate the main goal is to stabilize respiratory function of the often premature lungs. Ventilating the patient without inflicting harm is then the subordinated next goal. Ideally the arterial partial pressure of CO2 lays within a normocapnic range and fluctuations are kept minimal. By closely monitoring CO2 and controlling ventilation parameters accordingly, CO2 levels in the blood can be managed. We present an approach consisting of a cascaded controller for arterial CO2 by approximating arterial partial pressure PaCO2 from end-tidal PetCO2. As a proof of concept, feasibility of the controller was first evaluated on a mathematical patient model and subsequently in-vivo in lamb experiments. The controller is able to regulate CO2 into a normocapnic range in both setups with satisfactory stationarity within the target range. Estimation of the arterial partial pressure of CO2 remains a critical aspect that needs to be further investigated. Clinical relevance-Closed-loop control of CO2 in mechanical ventilation aims to avoid PaC O2 extremes and to reduce fluctuations. Both are a relevant risk factors especially for neurological complications among preterm newborns.",
keywords = "Animals, Carbon Dioxide, Partial Pressure, Respiration, Respiration, Artificial/methods, Sheep, Tidal Volume/physiology",
author = "Mateusz Buglowski and Valerie Pfannschmidt and Sabine Becker and Oliver Braun and Matthias Hutten and Daan Ophelders and Camelia Oprea and Steffen Pattai and Mark Schoberer and Andre Stollenwerk",
note = "Funding Information: *This work was supported by the German Federal Ministry of Education and Research (BMBF) (Grant 13GW0292C). 1Informatik 11 - Embedded RWTH Aachen University, Aachen,
[email protected] 2Neonatology Section of the Department of Paediatric and Adolescent Medicine, RWTH Aachen University Hospital, Aachen, Germany 3L{\"o}wenstein Medical SE & Co. KG, Bad Ems, Germany 4Department of Pediatrics, School of Oncology and Developmental Biology (GROW), Maastricht University, 6202 AZ Maastricht, The Netherlands 5Co-first authors 6Contributed equally Publisher Copyright: {\textcopyright} 2022 IEEE.",
year = "2022",
month = jul,
doi = "10.1109/EMBC48229.2022.9871185",
language = "English",
isbn = "978-1-7281-2783-5",
volume = "2022",
series = "IEEE Engineering in Medicine and Biology Society. Annual International Conference Proceedings",
publisher = "IEEE",
pages = "4991--4995",
booktitle = "44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)",
address = "United States",
}