Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification

Autor: Ofelie De Wel, Mario Lavanga, Alexander Caicedo Dorado, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel

Publikováno v: Entropy, Vol 19, Iss 10, p 516 (2017)

Automated analysis of the electroencephalographic (EEG) data for the brain monitoring of preterm infants has gained attention in the last decades. In this study, we analyze the complexity of neonatal EEG, quantified using multiscale entropy. The aim

Externí odkaz: https://doaj.org/article/c13774338d7447aaa15e3694d8bf4af1

Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data

Autor: Amir Hossein, Ansari, Perumpillichira Joseph, Cherian, Alexander, Caicedo Dorado, Katrien, Jansen, Anneleen, Dereymaeker, Leen, De Wispelaere, Charlotte, Dielman, Jan, Vervisch, Paul, Govaert, Maarten, De Vos, Gunnar, Naulaers, Sabine Van, Huffel, Sabine, Van Huffel

Publikováno v: IEEE Journal of Biomedical and Health Informatics, 22(4), 1114-1123. Institute of Electrical and Electronics Engineers Inc.

In neonatal intensive care units, there is a need for around the clock monitoring of electroencephalogram (EEG), especially for recognizing seizures. An automated seizure detector with an acceptable performance can partly fill this need. In order to

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::464e872f14cc39ce560611cd14fb6a05
https://hdl.handle.net/1765/109223

Análisis de la complejidad del EEG neonatal mediante entropía multiescala: aplicaciones en la maduración cerebral y la clasificación de las etapas del sueño

Autor: Ofelie De Wel, Mario Lavanga, Gunnar Naulaers, Anneleen Dereymaeker, Sabine Van Huffel, Katrien Jansen, Alexander Caicedo Dorado

Publikováno v: Entropy, Vol 19, Iss 10, p 516 (2017)
Entropy
Entropy, 2017, 19 (10), pp.516. ⟨10.3390/e19100516⟩
Entropy; Volume 19; Issue 10; Pages: 516
Repositorio EdocUR-U. Rosario
Universidad del Rosario
instacron:Universidad del Rosario

© 2017 by the authors. Automated analysis of the electroencephalographic (EEG) data for the brain monitoring of preterm infants has gained attention in the last decades. In this study, we analyze the complexity of neonatal EEG, quantified using mult

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c37fc23dc81c6d190de00b21b993d786
https://www.mdpi.com/1099-4300/19/10/516

Interrelationship Between Broadband NIRS Measurements of Cerebral Cytochrome C Oxidase and Systemic Changes Indicates Injury Severity in Neonatal Encephalopathy

Autor: Isabel de Roever, Nicola J. Robertson, Judith Meek, Gemma Bale, Ilias Tachtsidis, Marcus Chan, Subhabrata Mitra, Alexander Caicedo-Dorado

Publikováno v: Advances in Experimental Medicine and Biology ISBN: 9783319388083

Perinatal hypoxic ischaemic encephalopathy (HIE) is associated with severe neurodevelopmental problems and mortality. There is a clinical need for techniques to provide cotside assessment of the injury extent. This study aims to use non-invasive cere

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::0d2b3d0bc10cb951ea0ee0b18c2352bb
https://doi.org/10.1007/978-3-319-38810-6_24

Transfer function analysis of dynamic cerebral autoregulation: A white paper from the International Cerebral Autoregulation Research Network

Autor: Claassen, J. A., Meel-Van Den Abeelen, A. S. S., Simpson, D. M., Panerai, R. B., Alexander Caicedo Dorado, Mitsis, Georgios D., Brassard, P., Ainslie, Philip N., Summers, P., Iwasaki, K., Ragauskas, A., Tzeng, Y. -C, Müller, M., Wang, C. Y., Hu, H. H., Gommer, E., Karemaker, J. M., Aries, M., Van Lieshout, J. J., Semenyuti, V., Aliev, V., Potter, J., Smielewski, P., Liu, X., Czosnyka, M., Payne, S., Bailey, D., Yelicich, B., Puppo, C., Shin, D., Rickards, C. A., Serrador, J., Zhang, R., Marmarelis, V. Z., Novak, V.

Publikováno v: Journal of Cerebral Blood Flow and Metabolism, 36(4), 665-680. SAGE Publications Inc.
Journal of Cerebral Blood Flow and Metabolism
J.Cereb.Blood Flow Metab.
Journal of Cerebral Blood Flow and Metabolism, 36, 665-80
Journal of Cerebral Blood Flow and Metabolism, 36, 4, pp. 665-80

Item does not contain fulltext Cerebral autoregulation is the intrinsic ability of the brain to maintain adequate cerebral perfusion in the presence of blood pressure changes. A large number of methods to assess the quality of cerebral autoregulation

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cf26f002e82db01c233fb2fc5fbce72c
https://pubmed.ncbi.nlm.nih.gov/26782760