Optimized MobileNetV3: a deep learning-based Parkinson’s disease classification using fused images

Parkinson's disease (PD) is a progressive neurological condition that manifests motor and non-motor symptoms. Early in the course of the disease, PD patients frequently experience vocal difficulties. In the beginning, preprocessing procedures were used with multi-focus image fusion to enhance t...

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Vydáno v:	PeerJ. Computer science Ročník 9; s. e1702
Hlavní autoři:	Pechetti, Sukanya, Rao, Battula Srinivasa
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States PeerJ. Ltd 27.11.2023 PeerJ Inc
Témata:	Algorithms Diagnosis Diseases Feature extraction Improved Dwarf Mongoose Optimization algorithm Machine learning Mathematical optimization MobileNetV3 Parkinson’s disease Pyramid channel-based feature attention network Pyramid channel-based feature attention network Feature extraction Improved Dwarf Mongoose Optimization algorithm MobileNetV3 Parkinson’s disease
ISSN:	2376-5992, 2376-5992
On-line přístup:	Získat plný text
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