2018
DOI: 10.1186/s12938-018-0599-9
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Biomedical engineer’s guide to the clinical aspects of intensive care mechanical ventilation

Abstract: BackgroundMechanical ventilation is an essential therapy to support critically ill respiratory failure patients. Current standards of care consist of generalised approaches, such as the use of positive end expiratory pressure to inspired oxygen fraction (PEEP–FiO2) tables, which fail to account for the inter- and intra-patient variability between and within patients. The benefits of higher or lower tidal volume, PEEP, and other settings are highly debated and no consensus has been reached. Moreover, clinicians… Show more

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Cited by 49 publications
(42 citation statements)
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References 219 publications
(333 reference statements)
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“…The trade-off between these types of risk can be found in many core ICU therapies. Mechanical ventilation has the tradeoff between the sudden impact of barotrauma or volutrauma vs. the "slow" damage of increased inspired oxygen settings when setting PEEP or tidal volume (33). Thus, quantifying the risk, via new metrics or personalized models, would allow the proper assessment of patient response and thus whether (or not) to provide more aggressive ventilation settings, which if done incorrectly increase the risk of cost, length of stay, and mortality.…”
Section: Analogies In Icu Medicinementioning
confidence: 99%
“…The trade-off between these types of risk can be found in many core ICU therapies. Mechanical ventilation has the tradeoff between the sudden impact of barotrauma or volutrauma vs. the "slow" damage of increased inspired oxygen settings when setting PEEP or tidal volume (33). Thus, quantifying the risk, via new metrics or personalized models, would allow the proper assessment of patient response and thus whether (or not) to provide more aggressive ventilation settings, which if done incorrectly increase the risk of cost, length of stay, and mortality.…”
Section: Analogies In Icu Medicinementioning
confidence: 99%
“…The two possible modes ( Figure a,b) for delivering mechanical ventilation are noninvasive and invasive, determined by the intubation of the patient or not. [ 9 ] The ventilation modes can be further subdivided into control or support modes, depending on the patient's breathing efforts and sedation, and finally, pressure or volume‐controlled modes. Noninvasive ventilation is delivered via face mask, whereas, invasive ventilation involves insertion of a laryngeal mask, endotracheal tube, or tracheostomy, as shown in Figure 3a,b.…”
Section: Mechanical Ventilation: Key Parametersmentioning
confidence: 99%
“…However, these approaches are generalized and do not consider patient-specific disease state and their response to treatment. As a result, patients ventilated with excessive airway pressure or tidal volume can develop ventilator induced lung injury (VILI), increasing morbidity and mortality [4], [9]. Thus, accurate, predictive, and patientspecific MV strategies could significantly advance MV care, and minimize both VILI and mortality [10], [11].…”
Section: Introductionmentioning
confidence: 99%
“…Currently, no effective standardized method exists for clinicians to determine the optimal patient-specific MV settings, leading to uncertainty, variability, and increased risk [4], [12]. Model-based methods are a growing means of personalising care [13]- [16].…”
Section: Introductionmentioning
confidence: 99%