Transformer for low concentration image denoising in magnetic particle imaging

Magnetic particle imaging (MPI) is an emerging tracer-based imaging technology. The use of MPI at low superparamagnetic iron oxide nanoparticle concentrations has the potential to be a promising area of clinical application due to the inherent safety for humans. However, low tracer concentrations re...

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Veröffentlicht in:	Physics in medicine & biology 2024-08, Vol.69 (17)
Hauptverfasser:	Liu, Yuanduo, Zhang, Liwen, Wei, Zechen, Wang, Tan, Yang, Xin, Tian, Jie, Hui, Hui
Format:	Artikel
Sprache:	eng
Schlagworte:	Deep Learning denoising Image Processing, Computer-Assisted - methods low concentration magnetic particle imaging Magnetite Nanoparticles - chemistry Signal-To-Noise Ratio transformer
Online-Zugang:	Volltext
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