Patient-Specific Classification of ICU Sedation Levels From Heart Rate Variability*

Sunil B. Nagaraj; Siddharth Biswal; Emily J. Boyle; David W. Zhou; Lauren M. McClain; Ednan K. Bajwa; Sadeq A. Quraishi; Oluwaseun Akeju; Riccardo Barbieri; Patrick L. Purdon; M. Brandon Westover

doi:10.1097/ccm.0000000000002364

Patient-Specific Classification of ICU Sedation Levels From Heart Rate Variability*

Critical Care Medicine ◽

10.1097/ccm.0000000000002364 ◽

2017 ◽

Vol 45 (7) ◽

pp. e683-e690 ◽

Cited By ~ 14

Author(s):

Sunil B. Nagaraj ◽

Siddharth Biswal ◽

Emily J. Boyle ◽

David W. Zhou ◽

Lauren M. McClain ◽

...

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Patient Specific ◽

Icu Sedation

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Artificial Neural Network for Classification of Possible Cardiovascular Risk Using Indexes of Heart Rate Variability

2020 17th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE) ◽

10.1109/cce50788.2020.9299139 ◽

2020 ◽

Author(s):

Gabriel Vega Martinez ◽

Diego Mirabent Amor ◽

J. Gilberto Franco Sanchez ◽

Francisco Jose Ramos Becerrril ◽

Carlos Alvarado Serrano ◽

...

Keyword(s):

Neural Network ◽

Heart Rate ◽

Artificial Neural Network ◽

Heart Rate Variability ◽

Cardiovascular Risk ◽

Artificial Neural

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Model-Based Classification of Heart Rate Variability

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2018.8512310 ◽

2018 ◽

Cited By ~ 1

Author(s):

Argentina Leite ◽

Maria Eduarda Silva ◽

Ana Paula Rocha

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Model Based

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Feature classification of heart rate variability depending on difficulty levels of a puzzle game

2018 International Workshop on Advanced Image Technology (IWAIT) ◽

10.1109/iwait.2018.8369751 ◽

2018 ◽

Cited By ~ 1

Author(s):

Amane Suganuma ◽

Shunta Ohara ◽

Hiroto Inoue ◽

Nobuji Tetsutani

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Feature Classification

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An Intelligent System Based on Heart Rate Variability Measures and Machine Learning Techniques for Classification of Normal and Growth Restricted Children

Lecture Notes in Electrical Engineering - WITS 2020 ◽

10.1007/978-981-33-6893-4_10 ◽

2021 ◽

pp. 101-111

Author(s):

Abdulrhman Wassil Al-Jedaani ◽

Wajid Aziz ◽

Abdulrahman A. Alshdadi ◽

Mohammed Alqarni ◽

Malik Sajjad Ahmed Nadeem ◽

...

Keyword(s):

Machine Learning ◽

Heart Rate ◽

Heart Rate Variability ◽

Intelligent System ◽

Machine Learning Techniques ◽

Learning Techniques

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Heart Rate Variability for Classification of Alert Versus Sleep Deprived Drivers in Real Road Driving Conditions

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2020.2981941 ◽

2020 ◽

pp. 1-10 ◽

Cited By ~ 1

Author(s):

Anna Persson ◽

Hanna Jonasson ◽

Ingemar Fredriksson ◽

Urban Wiklund ◽

Christer Ahlstrom

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Driving Conditions

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Evaluation and Classification of Physical and Psychological Stress in Firefighters using Heart Rate Variability

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2019.8856596 ◽

2019 ◽

Cited By ~ 3

Author(s):

U. Pluntke ◽

S. Gerke ◽

A. Sridhar ◽

J. Weiss ◽

B. Michel

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Psychological Stress

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Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2015.7318866 ◽

2015 ◽

Cited By ~ 1

Author(s):

Rehan Ahmed ◽

Andrey Temko ◽

William P. Marnane ◽

Geraldine Boylan ◽

Gordon Lightbody

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Hypoxic Ischemic Encephalopathy ◽

Ischemic Encephalopathy

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Classification of the physical training level by heart rate variability and stabilography data

2017 Siberian Symposium on Data Science and Engineering (SSDSE) ◽

10.1109/ssdse.2017.8071963 ◽

2017 ◽

Cited By ~ 3

Author(s):

V. S. Kublanov ◽

D. R. Yamaliev ◽

A. Y. Dolganov ◽

E. A. Goncharova

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Physical Training ◽

Training Level

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Sleep Heart Rate Variability Analysis and k-Nearest Neighbours Classification of Primary Insomnia

International Journal of Integrated Engineering ◽

10.30880/ijie.2018.10.07.007 ◽

2018 ◽

Vol 10 (7) ◽

Author(s):

Haslaile Abdullah ◽

◽

Thomas Penzel ◽

Dean Cvetkovic ◽

◽

...

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Primary Insomnia ◽

Heart Rate Variability Analysis ◽

Variability Analysis ◽

Nearest Neighbours

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Unsupervised Classification of Atrial Fibrillation Triggers Using Heart Rate Variability Features Extracted from Implantable Cardiac Monitor Data

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) ◽

10.1109/embc44109.2020.9175369 ◽

2020 ◽

Author(s):

Javier Saiz-Vivo ◽

Valentina D.A. Corino ◽

Mirko de Melis ◽

Luca T. Mainardi

Keyword(s):

Atrial Fibrillation ◽

Heart Rate ◽

Heart Rate Variability ◽

Unsupervised Classification ◽

Cardiac Monitor ◽

Monitor Data ◽

Implantable Cardiac Monitor

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