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Theory of Lehmer transform and its applications in identifying the electroencephalographic signature of major depressive disorder

We propose a novel transformation called Lehmer transform and establish a theoretical framework used to compress and characterize large volumes of highly volatile time series data. The proposed method is a powerful data-driven approach for analyzing extreme events in non-stationary and highly oscill...

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Detalles Bibliográficos
Autores principales: Ataei, Masoud, Wang, Xiaogang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8901916/
https://www.ncbi.nlm.nih.gov/pubmed/35256640
http://dx.doi.org/10.1038/s41598-022-07413-y