Research graph
References from Machine learning algorithm for ventilator mode selection, pressure and volume control. Local targets link to admitted publications; unresolved targets remain external evidence.
A hybrid random forest deep learning classifier empowered edge cloud architecture for COVID-19 and pneumonia detection
10.1016/j.eswa.2022.118227 · 2022 · External reference
COVID-19 ICU and mechanical ventilation patient characteristics and outcomes—A systematic review and meta-analysis
10.1371/journal.pone.0246318 · 2021 · External reference
A machine learning approach to assess magnitude of asynchrony breathing
10.1016/j.bspc.2021.102505 · 2021 · External reference
10.1109/scored.2019.8896276
10.1109/scored.2019.8896276 · External reference
10.1007/978-981-19-6517-3
10.1007/978-981-19-6517-3 · 2022 · External reference
Replicating human expertise of mechanical ventilation waveform analysis in detecting patient-ventilator cycling asynchrony using machine learning
10.1016/j.compbiomed.2018.04.016 · 2018 · External reference
Blood pressure estimation using photoplethysmography only: comparison between different machine learning approaches
2018 · External reference
A multi-task Gaussian process self-attention neural network for real-time prediction of the need for mechanical ventilators in COVID-19 patients
10.1016/j.jbi.2022.104079 · 2022 · External reference
Mechanical ventilator parameter estimation for lung health through machine learning
10.3390/bioengineering8050060 · 2021 · External reference
Unresolved reference
External reference
Development of a severity of disease score and classification model by machine learning for hospitalized COVID-19 patients
10.1371/journal.pone.0240200 · 2021 · External reference
Machine Learning Algorithms: An Experimental Evaluation for Decision Support Systems
10.3390/a15040130 · 2022 · External reference
Neural Network-Enabled Identification of Weak Inspiratory Efforts during Pressure Support Ventilation Using Ventilator Waveforms
10.3390/jpm13020347 · 2023 · External reference
Pressure injury image analysis with machine learning techniques: A systematic review on previous and possible future methods
10.1016/j.artmed.2019.101742 · 2020 · External reference
Comparison of Mathematical and Controlled Mechanical Lung Simulation in Active Breathing and Ventilated State
10.1016/j.ifacol.2018.07.127 · 2018 · External reference
Fuzzy PID control for respiratory systems
2021 · External reference
An arithmetic-trigonometric optimization algorithm with application for control of real-time pressure process plant
10.3390/s22020617 · 2022 · External reference
Fractional-order predictive PI controller for dead-time processes with set-point and noise filtering
10.1109/access.2020.3029068 · 2020 · External reference
COVID-19: Role of robotics, artificial intelligence and machine learning during the pandemic
10.2174/1573405617666210224115722 · 2022 · External reference
Telemonitoring systems for respiratory patients: technological aspects
10.1016/j.pulmoe.2019.11.006 · 2020 · External reference
Study on the prevalence of neurogenic bladder in Brazilians with traumatic and non-traumatic spinal cord injury
2021 · External reference
A Comparative Study on Predication of Appropriate Mechanical Ventilation Mode through Machine Learning Approach
10.3390/bioengineering10040418 · 2023 · External reference
Machine learning in predicting respiratory failure in patients with COVID-19 pneumonia—challenges, strengths, and opportunities in a global health emergency
10.1371/journal.pone.0239172 · 2020 · External reference
Identifying Patient–Ventilator Asynchrony on a Small Dataset Using Image-Based Transfer Learning
10.3390/s21124149 · 2021 · External reference
Development and validation of a reinforcement learning algorithm to dynamically 668 optimize mechanical ventilation in critical care
10.1038/s41746-021-00388-6 · 2021 · External reference
A comparative analysis of K-Nearest Neighbour, Genetic, Support Vector Machine, Decision Tree, and Long Short Term Memory algorithms in machine learning
10.1016/j.dajour.2022.100071 · 2022 · External reference
Deep learning via LSTM models for COVID-19 infection forecasting in India
10.1371/journal.pone.0262708 · 2022 · External reference
Machine learning methods to predict mechanical ventilation and mortality in patients with COVID-19
10.1371/journal.pone.0249285 · 2021 · External reference
A novel fractional-order dead-time compensating controller for the wireless networks
10.1038/s41598-023-44515-7 · 2023 · External reference
Attention-based convolutional long short-term memory neural network for detection of patient-ventilator asynchrony from mechanical ventilation
10.1016/j.bspc.2022.103923 · 2022 · External reference
Machine learning for prediction of successful extubation of mechanical ventilated patients in an intensive care unit: a retrospective observational study
10.1272/jnms.jnms.2021_88-508 · 2021 · External reference
Multiclass wound image classification using an ensemble deep CNN-based classifier
10.1016/j.compbiomed.2021.104536 · 2021 · External reference
An empirical evaluation of machine learning techniques to classify code comprehension based on EEG data
10.1016/j.eswa.2022.117354 · 2022 · External reference
10.1109/icept50128.2020.9202675
10.1109/icept50128.2020.9202675 · External reference
10.1109/embc.2017.8037609
10.1109/embc.2017.8037609 · External reference
Iterative learning control applied to a recently proposed mechanical ventilator topology
10.1016/j.ifacol.2019.06.053 · 2019 · External reference
10.1109/ice348803.2020.9122946
10.1109/ice348803.2020.9122946 · External reference
Iterative learning control design for a non-linear multivariable system
2021 · External reference
10.1007/978-981-19-3501-5_7
10.1007/978-981-19-3501-5_7 · 2022 · External reference
Improving mechanical ventilation for patient care through repetitive control
10.1016/j.ifacol.2020.12.1906 · 2020 · External reference
Industrial robot trajectory tracking control using multi-layer neural networks trained by iterative learning control
10.3390/robotics10010050 · 2021 · External reference
10.1007/s42835-023-01605-w
10.1007/s42835-023-01605-w · External reference
