Generalizing a Small Facial Image Dataset Using Facial Generative Adversarial Networks for Stroke's Facial Weakness Screening

Stroke is a medical emergency resulting from disruption of blood supply to different parts of the brain which leads to facial weakness and paralysis as the brain is the control center. Stroke is the leading cause of long-term disability which significantly changes the patient's life. This paper...

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Bibliographic Details
Published in:	IEEE access Vol. 11; pp. 64886 - 64896
Main Authors:	Phienphanich, Phongphan, Lerthirunvibul, Nichapa, Charnnarong, Ekabhat, Munthuli, Adirek, Tantibundhit, Charturong, Suwanwela, Nijasri C.
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Affine transformations Brain Coders Data models Datasets Delaunay triangulation Emergency medical services Face recognition Facial generative adversarial networks facial weakness FAST Generative adversarial networks Medical imaging Neurons Paralysis small dataset Stroke Stroke (medical condition) stroke-screening Videos
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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