An Explainable Deep Learning Method for Microwave Head Stroke Localization

In this article, an explainable deep learning scheme is proposed to tackle microwave imaging for the task of multiple object localisation. Deep learning has been involved in solving microwave imaging tasks due to its strong pattern recognition capabilities. However, the lack of explainability of the...

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Veröffentlicht in:	IEEE journal of electromagnetics, RF and microwaves in medicine and biology RF and microwaves in medicine and biology, 2023-12, Vol.7 (4), p.1-8
Hauptverfasser:	Lai, Wei-chung, Guo, Lei, Bialkowski, Konstanty, Bialkowski, Alina
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms brain stroke Deep learning Explainable artificial intelligence Head Imaging Localization Machine learning Microwave imaging microwave medical imaging Microwave theory and techniques Pattern recognition Phantoms Scattering parameters
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