Assessment of Outliers and Detection of Artifactual Network Segments Using Univariate and Multivariate Dispersion Entropy on Physiological Signals

Autor: Evangelos Kafantaris, I. R. Piper, T.Y.M. Lo, Javier Escudero

Publikováno v: Entropy, Vol 23, Iss 244, p 244 (2021)
Entropy
Volume 23
Issue 2
Kafantaris, E, Piper, I, Lo, M & Escudero, J 2021, ' Assessment of Outliers and Detection of Artifactual Network Segments using Univariate and Multivariate Dispersion Entropy on Physiological Signals ', Entropy, vol. 23, no. 2, 244 . https://doi.org/10.3390/e23020244

Network physiology has emerged as a promising paradigm for the extraction of clinically relevant information from physiological signals by moving from univariate to multivariate analysis, allowing for the inspection of interdependencies between organ

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8d40e2132d0e5bc6aa847c1d22242b0c
https://www.mdpi.com/1099-4300/23/2/244

Time Series Analysis and Prediction of Intracranial Pressure Using Time-Varying Dynamic Linear Models

Autor: I. R. Piper, Maya Kommer, Christopher Hawthorne, Laura Moss, Martin Shaw, Roddy O'Kane

Publikováno v: Acta Neurochirurgica Supplement ISBN: 9783030594350

Intracranial pressure (ICP) monitoring is a key clinical tool in the assessment and treatment of patients in a neuro-intensive care unit (neuro-ICU). As such, a deeper understanding of how an individual patient's ICP can be influenced by therapeutic

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9ad628912fa6171c1e900e69173461c1
https://doi.org/10.1007/978-3-030-59436-7_43

Application of Dispersion Entropy to Healthy and Pathological Heartbeat ECG Segments

Autor: Evangelos Kafantaris, T.Y.M. Lo, I. R. Piper, Javier Escudero

Publikováno v: EMBC

Entropy quantification algorithms are a prominent tool for the quantification of irregularity in biological signal segments towards the characterization of the physiological state of individuals. This paper investigates the potential of Dispersion En

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::105268f5fe6a1fb0847732043719d9b0
https://doi.org/10.1109/embc.2019.8856554

A clinical evaluation of the Codman MicroSensor for intracranial pressure monitoring

Autor: D. F. Signorini, P. F. X. Statham, A. Shad, I. R. Piper

Publikováno v: British Journal of Neurosurgery. 12:223-227

The strain-gauge Codman MicroSensor intracranial pressure (ICP) transducer has shown consistently good laboratory performance. To assess the practical performance of the system in patients following acute brain injury, 10 patients were fitted with a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d003db76f6cf66eb2be559ee1a08a071
https://doi.org/10.1080/02688699845032

Integrated Multimodality Monitoring in the Neurosurgical Intensive Care Unit

Autor: Patricia A. Jones, J. D. Miller, I. R. Piper

Publikováno v: Neurosurgery Clinics of North America. 5:661-670

The selection of variables for continuous monitoring in the neurosurgical intensive care unit is based upon the requirement for constant perfusion and oxygenation of the brain and knowledge of the frequency and prognostic significance of abnormal val

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4880c8c2a5c7e94cb6ef7ef926bcc693
https://doi.org/10.1016/s1042-3680(18)30493-5