Fractal and Multifractal Properties of Electrographic Recordings of Human Brain Activity: Toward Its Use as a Signal Feature for Machine Learning in Clinical Applications

Lucas G. Souza França; José G. Vivas Miranda; Marco Leite; Niraj K. Sharma; Matthew C. Walker; Louis Lemieux; Yujiang Wang

doi:10.3389/fphys.2018.01767

Fractal and Multifractal Properties of Electrographic Recordings of Human Brain Activity: Toward Its Use as a Signal Feature for Machine Learning in Clinical Applications

Lucas G. Souza França^*, José G. Vivas Miranda, Marco Leite, Niraj K. Sharma, Matthew C. Walker, Louis Lemieux, Yujiang Wang^*

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

41 Citations (Scopus)

5 Downloads (Pure)

Original language	English
Article number	01767
Pages (from-to)	1-18
Number of pages	18
Journal	Frontiers in Physiology
Volume	9
DOIs	https://doi.org/10.3389/fphys.2018.01767
Publication status	Published - 10 Dec 2018
Externally published	Yes

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10.3389/fphys.2018.01767Licence: CC BY

fphys-09-01767Final published version, 4.08 MBLicence: CC BY

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França, L. G. S., Miranda, J. G. V., Leite, M., Sharma, N. K., Walker, M. C., Lemieux, L., & Wang, Y. (2018). Fractal and Multifractal Properties of Electrographic Recordings of Human Brain Activity: Toward Its Use as a Signal Feature for Machine Learning in Clinical Applications. Frontiers in Physiology, 9, 1-18. Article 01767. https://doi.org/10.3389/fphys.2018.01767

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author = "Fran{\c c}a, \{Lucas G. Souza\} and Miranda, \{Jos{\'e} G. Vivas\} and Marco Leite and Sharma, \{Niraj K.\} and Walker, \{Matthew C.\} and Louis Lemieux and Yujiang Wang",

year = "2018",

month = dec,

day = "10",

doi = "10.3389/fphys.2018.01767",

language = "English",

volume = "9",

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journal = "Frontiers in Physiology",

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Fractal and Multifractal Properties of Electrographic Recordings of Human Brain Activity: Toward Its Use as a Signal Feature for Machine Learning in Clinical Applications. / França, Lucas G. Souza; Miranda, José G. Vivas; Leite, Marco et al.
In: Frontiers in Physiology, Vol. 9, 01767, 10.12.2018, p. 1-18.

Research output: Contribution to journal › Article › peer-review

TY - JOUR

T1 - Fractal and Multifractal Properties of Electrographic Recordings of Human Brain Activity: Toward Its Use as a Signal Feature for Machine Learning in Clinical Applications

AU - França, Lucas G. Souza

AU - Miranda, José G. Vivas

AU - Leite, Marco

AU - Sharma, Niraj K.

AU - Walker, Matthew C.

AU - Lemieux, Louis

AU - Wang, Yujiang

PY - 2018/12/10

Y1 - 2018/12/10

UR - https://www.scopus.com/pages/publications/85065972560

U2 - 10.3389/fphys.2018.01767

DO - 10.3389/fphys.2018.01767

M3 - Article

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VL - 9

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JO - Frontiers in Physiology

JF - Frontiers in Physiology

M1 - 01767

ER -

Fractal and Multifractal Properties of Electrographic Recordings of Human Brain Activity: Toward Its Use as a Signal Feature for Machine Learning in Clinical Applications

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