XAI-VSDoA: An Explainable AI-Based Scheme Using Vital Signs to Assess Depth of Anesthesia

XAI-VSDoA: An Explainable AI-Based Scheme Using Vital Signs to Assess Depth of Anesthesia

Administration of anesthesia is essential in surgical procedures, ensuring patient unconsciousness and safety. Traditional Depth of Anesthesia (DoA) assessment methods rely heavily on the clinical expertise of anesthesiologists and patient physiological responses, which can vary widely due to age, w...

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Bibliographic Details
Main Authors: Neeraj Kumar Sharma, Sakeena Shahid, Subodh Kumar, Sanjeev Sharma, Naveen Kumar, Tanya Gupta, Rakesh Kumar Gupta
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Depth of anesthesia
Bispectral Index
local interpretable model-agnostic explanations (LIME)
machine learning
SHapley Additive exPlanations (SHAP)
explainable artificial intelligence (XAI)
Online Access:https://ieeexplore.ieee.org/document/10646331/

Internet

https://ieeexplore.ieee.org/document/10646331/

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