Cargando…

Quantitative EEG parameters can improve the predictive value of the non-traumatic neurological ICU patient prognosis through the machine learning method

BACKGROUND: Better outcome prediction could assist in reliable classification of the illnesses in neurological intensive care unit (ICU) severity to support clinical decision-making. We developed a multifactorial model including quantitative electroencephalography (QEEG) parameters for outcome predi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tian, Jia, Zhou, Yi, Liu, Hu, Qu, Zhenzhen, Zhang, Limiao, Liu, Lidou
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Neurology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366714/ https://www.ncbi.nlm.nih.gov/pubmed/35968284 http://dx.doi.org/10.3389/fneur.2022.897734

Ejemplares similares

Simultaneous EEG-fMRI for Functional Neurological Assessment
por: Mele, Giulia, et al.
Publicado: (2019)

The Usefulness of Quantitative EEG and Advanced MR Techniques in the Monitoring and Long-Term Prognosis of Lance-Adams Syndrome
por: Szczepańska, Aleksandra, et al.
Publicado: (2019)

EEG Characteristics to Hyperventilation by Age and Sex in Patients With Various Neurological Disorders
por: Khachidze, Irma, et al.
Publicado: (2021)

EEG background frequency is associated with discharge outcomes in non-ICU hospitalized patients with COVID-19
por: Seibert, Kaitlin M., et al.
Publicado: (2022)

Multiparametric Quantitative MRI in Neurological Diseases
por: Seiler, Alexander, et al.
Publicado: (2021)

Radiomics and machine learning applied to STIR sequence for prediction of quantitative parameters in facioscapulohumeral disease
por: Colelli, Giulia, et al.
Publicado: (2023)

Relationship between sleep disorders and the prognosis of neurological function after stroke
por: Zhang, Yajing, et al.
Publicado: (2022)

Comatose Patients After Cardiopulmonary Resuscitation: An Analysis Based on Quantitative Methods of EEG Reactivity
por: Huang, Huijin, et al.
Publicado: (2022)

Pre-operative external ventricle drainage improves neurological outcomes for patients with traumatic intracerebellar hematomas
por: Wang, Bao, et al.
Publicado: (2022)

Brain death-like changes: A case report of anti-GQ1b antibody syndrome
por: Tian, Jia, et al.
Publicado: (2023)

Quantitative EEG and Verbal Fluency in DBS Patients: Comparison of Stimulator-On and -Off Conditions
por: Hatz, Florian, et al.
Publicado: (2019)

Machine Learning Applications in the Neuro ICU: A Solution to Big Data Mayhem?
por: Chaudhry, Farhan, et al.
Publicado: (2020)

Titration of Pharmacological Responses in ICU Patients by Quantified EEG
por: Pastor, Jesús, et al.
Publicado: (2023)

The diagnostic value of quantitative parameters on dual-layer detector-based spectral CT in identifying ischaemic stroke
por: Huang, Jian, et al.
Publicado: (2023)

Dynamical Network Models From EEG and MEG for Epilepsy Surgery—A Quantitative Approach
por: Cao, Miao, et al.
Publicado: (2022)

Analysis of Interictal Epileptiform Discharges in Mesial Temporal Lobe Epilepsy Using Quantitative EEG and Neuroimaging
por: Fujisao, Elaine Keiko, et al.
Publicado: (2020)

Epidemiological characteristics for patients with traumatic brain injury and the nomogram model for poor prognosis: an 18-year hospital-based study
por: Guo, Shaochun, et al.
Publicado: (2023)

Continuous Vital Sign Analysis to Predict Secondary Neurological Decline After Traumatic Brain Injury
por: Melinosky, Christopher, et al.
Publicado: (2018)

Association Between Copeptin and Six-Month Neurologic Outcomes in Patients With Moderate Traumatic Brain Injury
por: Jeon, Jin Pyeong, et al.
Publicado: (2022)

Grand Total EEG Score Can Differentiate Parkinson's Disease From Parkinson-Related Disorders
por: Barcelon, Ela Austria, et al.
Publicado: (2019)

The Expanding Role of Quantitative Pupillometry in the Evaluation and Management of Traumatic Brain Injury
por: Boulter, Jason H., et al.
Publicado: (2021)

The Effects of Non-Invasive Brain Stimulation on Quantitative EEG in Patients With Parkinson's Disease: A Systematic Scoping Review
por: Costa, Thaísa Dias de Carvalho, et al.
Publicado: (2022)

Neurological disorders associated with glutamic acid decarboxylase 65 antibodies: Clinical spectrum and prognosis of a cohort from China
por: Bai, Lin, et al.
Publicado: (2022)

Long-term resting EEG correlates of repetitive mild traumatic brain injury and loss of consciousness: alterations in alpha-beta power
por: Franke, Laura M., et al.
Publicado: (2023)

Resting-State Electroencephalography for Prognosis in Disorders of Consciousness Following Traumatic Brain Injury
por: Pauli, Ruth, et al.
Publicado: (2020)

Multimodal Monitoring in Large Hemispheric Infarction: Quantitative Electroencephalography Combined With Transcranial Doppler for Prognosis Prediction
por: Qi, Yajie, et al.
Publicado: (2021)

Epileptic spasms in infants: can video-EEG reveal the disease’s etiology? A retrospective study and literature review
por: Falsaperla, Raffaele, et al.
Publicado: (2023)

Evaluation of simple antioxidant blood parameters in patients with migraine
por: Yang, Zhenzhen, et al.
Publicado: (2022)

Late-Onset Epilepsy With Unknown Etiology: A Pilot Study on Neuropsychological Profile, Cerebrospinal Fluid Biomarkers, and Quantitative EEG Characteristics
por: Nardi Cesarini, Elena, et al.
Publicado: (2020)

Blood Biomarkers for Traumatic Brain Injury: A Quantitative Assessment of Diagnostic and Prognostic Accuracy
por: Gan, Zoe S., et al.
Publicado: (2019)

Clinically-driven design of novel methods of investigation on skeletal health status in neurological disorders. The case of the traumatic brain injuries
por: Penolazzi, Letizia, et al.
Publicado: (2023)

Lack of a Sense of Threat and Higher Emotional Lability in Patients With Chronic Microvascular Ischemia as Measured by Non-linear EEG Parameters
por: Portnova, Galina V.
Publicado: (2020)

The Prognosis of Axial vs. Extra-Axial Lesions on Functional Status After Traumatic Brain Injury
por: Quach, Nhung, et al.
Publicado: (2019)

Editorial: miRNAs and Neurological Diseases
por: Wang, Hsiuying, et al.
Publicado: (2021)

A Nomogram That Includes Neutrophils and High-Density Lipoprotein Cholesterol Can Predict the Prognosis of Acute Ischaemic Stroke
por: Wang, Nan, et al.
Publicado: (2022)

EEG Oscillatory Networks in Peri-Ictal Period of Absence Epilepsy
por: Li, Zhiye, et al.
Publicado: (2022)

Hyperbaric oxygen therapy promotes consciousness, cognitive function, and prognosis recovery in patients following traumatic brain injury through various pathways
por: Chen, Yuwen, et al.
Publicado: (2022)

Machine learning can predict mild cognitive impairment in Parkinson's disease
por: Amboni, Marianna, et al.
Publicado: (2022)

Semi-automated EEG Enhancement Improves Localization of Ictal Onset Zone With EEG-Correlated fMRI
por: Van Eyndhoven, Simon, et al.
Publicado: (2019)

Comparing Seizures Captured by Rapid Response EEG and Conventional EEG Recordings in a Multicenter Clinical Study
por: Kurup, Deepika, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_tn54jun2tjuaebkvp2mp00g9ro