Comparison of Deep Learning Algorithms in Predicting Expert Assessments of Pain Scores during Surgical Operations Using Analgesia Nociception Index

Comparison of Deep Learning Algorithms in Predicting Expert Assessments of Pain Scores during Surgical Operations Using Analgesia Nociception Index

There are many surgical operations performed daily in operation rooms worldwide. Adequate anesthesia is needed during an operation. Besides hypnosis, adequate analgesia is critical to prevent autonomic reactions. Clinical experience and vital signs are usually used to adjust the dosage of analgesics...

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Bibliographic Details
Main Authors: Wei-Horng Jean, Peter Sutikno, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Sensors
Subjects:
surgical operation
analgesia nociception index (ANI)
expert assessment of pain score (EAPS)
multilayer perceptron (MLP)
long short-term memory (LSTM)
Online Access:https://www.mdpi.com/1424-8220/22/15/5496

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https://www.mdpi.com/1424-8220/22/15/5496

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