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Non-stationary neural signal to image conversion framework for image-based deep learning algorithms

This paper presents a time-efficient preprocessing framework that converts any given 1D physiological signal recordings into a 2D image representation for training image-based deep learning models. The non-stationary signal is rasterized into the 2D image using Bresenham’s line algorithm with time c...

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Detalles Bibliográficos
Autores principales: Patel, Sahaj Anilbhai, Yildirim, Abidin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079945/
https://www.ncbi.nlm.nih.gov/pubmed/37035716
http://dx.doi.org/10.3389/fninf.2023.1081160