A respiratory motion prediction method based on LSTM-AE with attention mechanism for spine surgery

Z Han, H Tian, X Han, J Wu, W Zhang, C Li… - Cyborg and Bionic …, 2024 - spj.science.org
Respiratory motion-induced vertebral movements can adversely impact intraoperative spine
surgery, resulting in inaccurate positional information of the target region and unexpected …

Virtual patient framework for the testing of mechanical ventilation airway pressure and flow settings protocol

CYS Ang, JWW Lee, YS Chiew, X Wang, CP Tan… - Computer Methods and …, 2022 - Elsevier
Abstract Background and Objective Model-based and personalised decision support
systems are emerging to guide mechanical ventilation (MV) treatment for respiratory failure …

Influence of bronchial diameter change on the airflow dynamics based on a pressure‐controlled ventilation system

S Ren, M Cai, Y Shi, W Xu… - International Journal for …, 2018 - Wiley Online Library
Bronchial diameter is a key parameter that affects the respiratory treatment of mechanically
ventilated patients. In this paper, to reveal the influence of bronchial diameter on the airflow …

Non-contact respiratory rate estimation in real-time with modified joint unscented Kalman filter

C Uysal, A Onat, T Filik - Ieee Access, 2020 - ieeexplore.ieee.org
It can be life-saving to monitor the respiratory rate (RR) even for healthy people in real-time.
It is reported that the infected people with coronavirus disease 2019 (COVID-19), generally …

Stochastic modelling of respiratory system elastance for mechanically ventilated respiratory failure patients

JWW Lee, YS Chiew, X Wang, CP Tan… - Annals of Biomedical …, 2021 - Springer
While lung protective mechanical ventilation (MV) guidelines have been developed to avoid
ventilator-induced lung injury (VILI), a one-size-fits-all approach cannot benefit every …

Dynamic characteristics of a mechanical ventilation system with spontaneous breathing

L Hao, Y Shi, M Cai, S Ren, Y Wang, H Zhang… - IEEe …, 2019 - ieeexplore.ieee.org
Mechanical ventilation is an important and effective method for the treatment of pulmonary
diseases patients with spontaneous breathing. Spontaneous breathing refers to the …

Pressure dynamic characteristics of pressure controlled ventilation system of a lung simulator

Y Shi, S Ren, M Cai, W Xu… - … and mathematical methods …, 2014 - Wiley Online Library
Mechanical ventilation is an important life support treatment of critically ill patients, and air
pressure dynamics of human lung affect ventilation treatment effects. In this paper, in order …

Study on air flow dynamic characteristic of mechanical ventilation of a lung simulator

JL Niu, Y Shi, ZX Cao, ML Cai, W Chen, J Zhu… - Science China …, 2017 - Springer
As an important life support treatment, mechanical ventilation is usually adopted in clinics.
With the development of the res-piratory diagnostic and treatment technologies, air flow …

Preliminary study on the accuracy of respiratory input impedance measurement using the interrupter technique

I Jabłoński, AG Polak, J Mroczka - Computer methods and programs in …, 2011 - Elsevier
Respiratory input impedance contains information about the state of pulmonary mechanics
in the frequency domain. In this paper the possibility of respiratory impedance measurement …

Lung model parameter estimation by unscented Kalman filter

E Saatçi, A Akan - … 29th Annual International Conference of the …, 2007 - ieeexplore.ieee.org
Dynamic nonlinear models are the best choice to analyze respiratory systems and to
describe system mechanics. In this work, unscented Kalman filtering (UKF) was used to …