Network Data Acquisition and Monitoring System for Intensive Care Mechanical Ventilation Treatment

Network Data Acquisition and Monitoring System for Intensive Care Mechanical Ventilation Treatment

Show other versions (1)

The rise of model-based and machine learning methods have created increasingly realistic opportunities to implement personalized, patient-specific mechanical ventilation (MV) in the ICU. These methods require monitoring of real-time patient ventilation waveform data (VWD) during MV treatment. Howeve...

Full description

Bibliographic Details
Main Authors: Chase, J.G (Author), Chiew, Y.S (Author), Damanhuri, N.S (Author), Ng, Q.A (Author), Nor, M.B.M (Author), Tan, C.P (Author), Wang, X. (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2021
Series:IEEE Access
Subjects:
Analysis of waveform
Automation
Biological organs
Data acquisition
data management platform (DMP)
Data-acquisition devices
Decision making
Digital storage
Information management
Intensive care units
Learning systems
Machine learning methods
Management platforms
Mechanical ventilation
Mechanical ventilation (MV)
Model-based monitoring
network data acquisition
Patient treatment
Patient-ventilator interactions
Real time systems
Real-time collection
Remote patient monitoring
respiratory mechanics
Respiratory mechanics
Scalability
Statistical tests
Ventilation
ventilator waveform data (VWD)
Waveform analysis
Online Access:View Fulltext in Publisher
View in Scopus

Internet

View Fulltext in Publisher
View in Scopus

Similar Items