A Deep Siamese-based Plantar Fasciitis Classification Method Using Shear Wave Elastography

Two-dimensional shear wave elastography (2D-SWE) is an effective and feasible method for plantar fasciitis (PF) evaluation. Until now, only experienced doctors have been able to give relatively accurate evaluation via ultrasound images, resulting in low efficiency and high cost. Therefore, designing...

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Veröffentlicht in:	IEEE access 2019-01, Vol.7, p.1-1
Hauptverfasser:	Gao, Junling, Xu, Lei, Bouakaz, Ayache, Wan, Mingxi
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Datasets Diagnosis Diseases Elastography Feature extraction Feature recognition Human performance Knowledge management Machine learning Pattern recognition Plantar fasciitis Plantar tissues S waves shear wave elastography Siamese network Solid modeling Task analysis transfer learning Two dimensional models Ultrasonic imaging Ultrasound Visual discrimination
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