Modeling mechanical ventilation in silico—potential and pitfalls

DM Hannon, S Mistry, A Das, S Saffaran… - … in Respiratory and …, 2022 - thieme-connect.com
Computer simulation offers a fresh approach to traditional medical research that is
particularly well suited to investigating issues related to mechanical ventilation. Patients …

Prediction of lung mechanics throughout recruitment maneuvers in pressure-controlled ventilation

SE Morton, JL Knopp, MH Tawhai, P Docherty… - Computer Methods and …, 2020 - Elsevier
Mechanical ventilation (MV) is a core therapy in the intensive care unit (ICU). Some patients
rely on MV to support breathing. However, it is a difficult therapy to optimise, where inter-and …

An open-loop, physiologic model–based decision support system can provide appropriate ventilator settings

DS Karbing, S Spadaro, N Dey, R Ragazzi… - Critical Care …, 2018 - journals.lww.com
Objectives: To evaluate the physiologic effects of applying advice on mechanical ventilation
by an open-loop, physiologic model–based clinical decision support system. Design …

An open-loop, physiological model based decision support system can reduce pressure support while acting to preserve respiratory muscle function

S Spadaro, DS Karbing, F Dalla Corte, T Mauri… - Journal of Critical …, 2018 - Elsevier
Purpose To assess whether a clinical decision support system (CDSS) suggests PS and FIO
2 maintaining appropriate breathing effort, and minimizing FIO 2. Materials Prospective …

A randomized control trial evaluating the advice of a physiological-model/digital twin-based decision support system on mechanical ventilation in patients with acute …

BV Patel, S Mumby, N Johnson, R Handslip… - Frontiers in …, 2024 - frontiersin.org
Background Acute respiratory distress syndrome (ARDS) is highly heterogeneous, both in its
clinical presentation and in the patient's physiological responses to changes in mechanical …

Quantifying neonatal patient effort using non-invasive model-based methods

KT Kim, J Knopp, B Dixon, JG Chase - Medical & Biological Engineering & …, 2022 - Springer
Patient-specific spontaneous breathing effort (SB) is common in invasively mechanically
ventilated (MV) adult patients, and especially common in preterm neonates who are not …

Evaluation of decision support to wean patients from mechanical ventilation in intensive care: a prospective study reporting clinical and physiological outcomes

MP Vizcaychipi, DS Karbing, L Martins, A Gupta… - Journal of Clinical …, 2024 - Springer
This study investigated the clinical and physiological response to use of the BEACON
Caresystem, a bedside open-loop decision support system providing advice to guide …

Ventilator-associated lung injury

B Garfield, R Handslip, BV Patel - Encyclopedia of Respiratory …, 2021 - pmc.ncbi.nlm.nih.gov
Ventilatory support, while life saving, can also cause or aggravate lung injury through
several mechanisms which are encompassed within ventilator-associated lung injury (VALI) …

Decision support system to evaluate ventilation in the acute respiratory distress syndrome (DeVENT study)—trial protocol

B Patel, S Mumby, N Johnson, E Falaschetti, J Hansen… - Trials, 2022 - Springer
Background The acute respiratory distress syndrome (ARDS) occurs in response to a variety
of insults, and mechanical ventilation is life-saving in this setting, but ventilator-induced lung …

Patient-specific prediction of regional lung mechanics in ARDS patients with physics-based models: A validation study

M Rixner, M Ludwig, M Lindner, I Frerichs… - arXiv preprint arXiv …, 2024 - arxiv.org
The choice of lung protective ventilation settings for mechanical ventilation has a
considerable impact on patient outcome, yet identifying optimal ventilatory settings for …