Optimising mechanical ventilation through model-based methods and automation
Mechanical ventilation (MV) is a core life-support therapy for patients suffering from
respiratory failure or acute respiratory distress syndrome (ARDS). Respiratory failure is a …
respiratory failure or acute respiratory distress syndrome (ARDS). Respiratory failure is a …
Model-based estimation of negative inspiratory driving pressure in patients receiving invasive NAVA mechanical ventilation
Background Optimisation of mechanical ventilation (MV) and weaning requires insight into
underlying patient breathing effort. Current identifiable models effectively describe lung …
underlying patient breathing effort. Current identifiable models effectively describe lung …
Prediction and estimation of pulmonary response and elastance evolution for volume-controlled and pressure-controlled ventilation
Mechanical ventilation (MV) is a core treatment for patients suffering from respiratory
disease and failure. However, MV settings are not standardized due to significant inter-and …
disease and failure. However, MV settings are not standardized due to significant inter-and …
Assessing mechanical ventilation asynchrony through iterative airway pressure reconstruction
Background and objective Respiratory mechanics estimation can be used to guide
mechanical ventilation (MV) but is severely compromised when asynchronous breathing …
mechanical ventilation (MV) but is severely compromised when asynchronous breathing …
A machine learning approach to assess magnitude of asynchrony breathing
Background Conventional patient-ventilator interaction (PVI) assessment involves manual
asynchronous index (AI) computation and incapable to provide in-depth information of the …
asynchronous index (AI) computation and incapable to provide in-depth information of the …
Quantification of respiratory effort magnitude in spontaneous breathing patients using Convolutional Autoencoders
Background Spontaneous breathing (SB) effort during mechanical ventilation (MV) is an
important metric of respiratory drive. However, SB effort varies due to a variety of factors …
important metric of respiratory drive. However, SB effort varies due to a variety of factors …
Reconstructing asynchrony for mechanical ventilation using a hysteresis loop virtual patient model
Background Patient-specific lung mechanics during mechanical ventilation (MV) can be
identified from measured waveforms of fully ventilated, sedated patients. However …
identified from measured waveforms of fully ventilated, sedated patients. However …
Quantifying patient spontaneous breathing effort using model-based methods
Background Spontaneous breathing (SB) effort is common in invasively ventilated patients,
as they recover or at low sedation levels. SB effort makes estimation of patient-specific lung …
as they recover or at low sedation levels. SB effort makes estimation of patient-specific lung …
Mixed‐integer quadratic programming approach for noninvasive estimation of respiratory effort profile during pressure support ventilation
MH Victor Jr, MROA Maximo… - International Journal …, 2023 - Wiley Online Library
Abstract Information about respiratory mechanics such as resistance, elastance, and
muscular pressure is important to mitigate ventilator‐induced lung injury. Particularly during …
muscular pressure is important to mitigate ventilator‐induced lung injury. Particularly during …
Patient asynchrony modelling during controlled mechanical ventilation therapy
Background and objective Mechanical ventilation therapy of respiratory failure patients can
be guided by monitoring patient-specific respiratory mechanics. However, the patient's …
be guided by monitoring patient-specific respiratory mechanics. However, the patient's …