Detecting pathological brain via ResNet and randomized neural networks

Siyuan Lu; Shui Hua Wang; Yu Dong Zhang

doi:10.1016/j.heliyon.2020.e05625

Detecting pathological brain via ResNet and randomized neural networks

Siyuan Lu, Shui Hua Wang^*, Yu Dong Zhang^*

^*Corresponding author for this work

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

35 Citations (Scopus)

Abstract

Computer

Original language	English
Article number	e05625
Journal	Heliyon
Volume	6
Issue number	12
DOIs	https://doi.org/10.1016/j.heliyon.2020.e05625
Publication status	Published - Dec 2020
Externally published	Yes

Keywords

Chaotic bat algorithm
Computer aided diagnosis
Computer science
Convolutional neural network
Extreme learning machine
Magnetic resonance image
Random vector functional link
Randomized neural networks
Schmidt neural network

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10.1016/j.heliyon.2020.e05625

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Lu, S., Wang, S. H., & Zhang, Y. D. (2020). Detecting pathological brain via ResNet and randomized neural networks. Heliyon, 6(12), Article e05625. https://doi.org/10.1016/j.heliyon.2020.e05625

@article{4dfe8a41db4c44a8bfdbe7aa69349add,

title = "Detecting pathological brain via ResNet and randomized neural networks",

abstract = "Computer",

keywords = "Chaotic bat algorithm, Computer aided diagnosis, Computer science, Convolutional neural network, Extreme learning machine, Magnetic resonance image, Random vector functional link, Randomized neural networks, Schmidt neural network",

author = "Siyuan Lu and Wang, {Shui Hua} and Zhang, {Yu Dong}",

note = "Publisher Copyright: {\textcopyright} 2020 The Author(s)",

year = "2020",

month = dec,

doi = "10.1016/j.heliyon.2020.e05625",

language = "English",

volume = "6",

journal = "Heliyon",

issn = "2405-8440",

publisher = "Elsevier",

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TY - JOUR

T1 - Detecting pathological brain via ResNet and randomized neural networks

AU - Lu, Siyuan

AU - Wang, Shui Hua

AU - Zhang, Yu Dong

PY - 2020/12

Y1 - 2020/12

N2 - Computer

AB - Computer

KW - Chaotic bat algorithm

KW - Computer aided diagnosis

KW - Computer science

KW - Convolutional neural network

KW - Extreme learning machine

KW - Magnetic resonance image

KW - Random vector functional link

KW - Randomized neural networks

KW - Schmidt neural network

UR - http://www.scopus.com/inward/record.url?scp=85097059908&partnerID=8YFLogxK

U2 - 10.1016/j.heliyon.2020.e05625

DO - 10.1016/j.heliyon.2020.e05625

M3 - Article

AN - SCOPUS:85097059908

SN - 2405-8440

VL - 6

JO - Heliyon

JF - Heliyon

IS - 12

M1 - e05625

ER -

Detecting pathological brain via ResNet and randomized neural networks

Abstract

Keywords

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