Cargando…

HRV-derived data similarity and distribution index based on ensemble neural network for measuring depth of anaesthesia

Evaluation of depth of anaesthesia (DoA) is critical in clinical surgery. Indices derived from electroencephalogram (EEG) are currently widely used to quantify DoA. However, there are known to be inaccurate under certain conditions; therefore, experienced anaesthesiologists rely on the monitoring of...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liu, Quan, Ma, Li, Chiu, Ren-Chun, Fan, Shou-Zen, Abbod, Maysam F., Shieh, Jiann-Shing
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	PeerJ Inc. 2017
Materias:	Anaesthesiology and Pain Management
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5694657/ https://www.ncbi.nlm.nih.gov/pubmed/29158992 http://dx.doi.org/10.7717/peerj.4067

Ejemplares similares

Sample entropy analysis for the estimating depth of anaesthesia through human EEG signal at different levels of unconsciousness during surgeries
por: Liu, Quan, et al.
Publicado: (2018)

Pure oxygen ventilation during general anaesthesia does not result in increased postoperative respiratory morbidity but decreases surgical site infection. An observational clinical study
por: von Bormann, Benno, et al.
Publicado: (2014)

EEG Signals Analysis Using Multiscale Entropy for Depth of Anesthesia Monitoring during Surgery through Artificial Neural Networks
por: Liu, Quan, et al.
Publicado: (2015)

Computational Depth of Anesthesia via Multiple Vital Signs Based on Artificial Neural Networks
por: Sadrawi, Muammar, et al.
Publicado: (2015)

Pain assessment in children undergoing venipuncture: the Wong–Baker faces scale versus skin conductance fluctuations
por: Savino, Francesco, et al.
Publicado: (2013)

Obesity increases operating room times in patients undergoing primary hip arthroplasty: a retrospective cohort analysis
por: Kadry, Bassam, et al.
Publicado: (2014)

Tracheostomy in children with congenital heart disease: a national analysis of the Kids’ Inpatient Database
por: Maxwell, Bryan G., et al.
Publicado: (2014)

Comparison of predictor approaches for longitudinal binary outcomes: application to anesthesiology data
por: Aktas Samur, Anil, et al.
Publicado: (2014)

Perioperative morbidity and mortality of cardiothoracic surgery in patients with a do-not-resuscitate order
por: Maxwell, Bryan G., et al.
Publicado: (2014)

Success rate of IR midazolam sedation in combination with C-CLAD in pediatric dental patients—a prospective observational study
por: Ashkenazi, Malka, et al.
Publicado: (2014)

Rapid eye movement-sleep is reduced in patients with acute uncomplicated diverticulitis—an observational study
por: Huang, Chenxi, et al.
Publicado: (2015)

Overcoming pain thresholds with multilevel models—an example using quantitative sensory testing (QST) data
por: Hirschfeld, Gerrit, et al.
Publicado: (2015)

Factors associated with extubation time in coronary artery bypass grafting patients
por: Rezaianzadeh, Abbas, et al.
Publicado: (2015)

Influence of isoflurane on the diastolic pressure-flow relationship and critical occlusion pressure during arterial CABG surgery: a randomized controlled trial
por: Hinz, José, et al.
Publicado: (2016)

Relationship between cold pressor pain-sensitivity and sleep quality in opioid-dependent males on methadone treatment
por: Zahari, Zalina, et al.
Publicado: (2015)

Is the Neutrophil-to-Lymphocyte Ratio more correlated than C-reactive protein with postoperative complications after major abdominal surgery?
por: Forget, Patrice, et al.
Publicado: (2015)

Non-inferiority of retrospective data collection for assessing perioperative morbidity
por: Patel, Amour B.U., et al.
Publicado: (2015)

Knowledge of blood loss at delivery among postpartum patients
por: Farber, Michaela K., et al.
Publicado: (2016)

Perception of the risk of adverse reactions to analgesics: differences between medical students and residents
por: Castillo-Guzman, Sandra, et al.
Publicado: (2016)

Distinctive personality profiles of fibromyalgia and chronic fatigue syndrome patients
por: Ablin, Jacob N., et al.
Publicado: (2016)

Resilience does not explain the dissociation between chronic pain and physical activity in South Africans living with HIV
por: Wadley, Antonia L., et al.
Publicado: (2016)

Is there any effect of pneumoperitoneum pressure on coagulation and fibrinolysis during laparoscopic cholecystectomy?
por: Donmez, Turgut, et al.
Publicado: (2016)

Factors influencing healthcare provider respondent fatigue answering a globally administered in-app survey
por: O’Reilly-Shah, Vikas N.
Publicado: (2017)

Clonidine or remifentanil for adequate surgical conditions in patients undergoing endoscopic sinus surgery: a randomized study
por: Bairy, Laurent, et al.
Publicado: (2017)

Current practice in the management of new-onset atrial fibrillation in critically ill patients: a UK-wide survey
por: Chean, Chung Shen, et al.
Publicado: (2017)

Frontal EEG Temporal and Spectral Dynamics Similarity Analysis between Propofol and Desflurane Induced Anesthesia Using Hilbert-Huang Transform
por: Liu, Quan, et al.
Publicado: (2018)

Comparison of Deep Learning Algorithms in Predicting Expert Assessments of Pain Scores during Surgical Operations Using Analgesia Nociception Index
por: Jean, Wei-Horng, et al.
Publicado: (2022)

Investigating Properties of the Cardiovascular System Using Innovative Analysis Algorithms Based on Ensemble Empirical Mode Decomposition
por: Yeh, Jia-Rong, et al.
Publicado: (2012)

Cardiopulmonary Resuscitation Pattern Evaluation Based on Ensemble Empirical Mode Decomposition Filter via Nonlinear Approaches
por: Sadrawi, Muammar, et al.
Publicado: (2016)

Special Issue “Advanced Signal Processing in Intelligent Systems for Health Monitoring”
por: Abbod, Maysam, et al.
Publicado: (2019)

Special Issue “Advanced Signal Processing in Wearable Sensors for Health Monitoring”
por: Abbod, Maysam, et al.
Publicado: (2022)

Integrations between Autonomous Systems and Modern Computing Techniques: A Mini Review
por: Chen, Jerry, et al.
Publicado: (2019)

Pain and Stress Detection Using Wearable Sensors and Devices—A Review
por: Chen, Jerry, et al.
Publicado: (2021)

Genetic Deep Convolutional Autoencoder Applied for Generative Continuous Arterial Blood Pressure via Photoplethysmography
por: Sadrawi, Muammar, et al.
Publicado: (2020)

Perioperative Anesthesia Precautions in Oral and Maxillofacial Surgery During the COVID-19 Pandemic: A Practical Review
por: Canpolat, Dilek Günay
Publicado: (2022)

Non-Invasive Hemodynamics Monitoring System Based on Electrocardiography via Deep Convolutional Autoencoder
por: Sadrawi, Muammar, et al.
Publicado: (2021)

Hip fracture risk assessment: artificial neural network outperforms conditional logistic regression in an age- and sex-matched case control study
por: Tseng, Wo-Jan, et al.
Publicado: (2013)

Two-Dimensional Matrix Algorithm Using Detrended Fluctuation Analysis to Distinguish Burkitt and Diffuse Large B-Cell Lymphoma
por: Yeh, Rong-Guan, et al.
Publicado: (2012)

Body Mass Index and Musculoskeletal Pain: A Cross-Sectional Study
por: Rosa, Susana, et al.
Publicado: (2021)

Is Shoulder Pain and Disability Index a Prognostic Factor for Neuropathic Shoulder Pain?
por: Vrouva, Sotiria D, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_61noqe89clk9rs87jcsdu6jj31