A Comparison of 5 Algorithmic Methods and Machine Learning Pattern Recognition for Artifact Detection in Electronic Records of 5 Different Vital Signs: A Retrospective Analysis.

Mathias MaleczekDaniel LaxarLorenz KapralMelanie KuhrnYannic AbulezChristoph DibiasiOliver Kimberger

Published in: Anesthesiology (2024)

No single artifact detection method consistently performed well across different vital signs and clinical settings. Neural networks may be a promising artifact detection method for specific vital signs.

Keyphrases

machine learning
loop mediated isothermal amplification
neural network
real time pcr
label free
image quality
magnetic resonance imaging
computed tomography
artificial intelligence
magnetic resonance
dual energy
deep learning
big data
sensitive detection