Enhancing accuracy in brain stroke detection: Multi-layer perceptron with Adadelta, RMSProp and AdaMax optimizers

Enhancing accuracy in brain stroke detection: Multi-layer perceptron with Adadelta, RMSProp and AdaMax optimizers

The human brain is an extremely intricate and fascinating organ that is made up of the cerebrum, cerebellum, and brainstem and is protected by the skull. Brain stroke is recognized as a potentially fatal condition brought on by an unfavorable obstruction in the arteries supplying the brain. The seve...

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Bibliographic Details
Main Authors: Mudita Uppal, Deepali Gupta, Sapna Juneja, Thippa Reddy Gadekallu, Ibrahim El Bayoumy, Jamil Hussain, Seung Won Lee
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
heart stroke
multi layer perceptron
AdaMax
RMSProp
Adadelta
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2023.1257591/full

Internet

https://www.frontiersin.org/articles/10.3389/fbioe.2023.1257591/full

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