Improvising limitations of DNN based ultrasound image reconstruction

Ultrasound modalities are cost-effective and radiation-free technology for real-time medical imaging. These modalities require image reconstruction to obtain the actual ultrasound images from ultrasound raw data. The ultrasound raw data is obtained in the form of echo after scanning an imaging plane...

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Veröffentlicht in:	Australasian physical & engineering sciences in medicine 2022-12, Vol.45 (4), p.1139-1151
Hauptverfasser:	Balendra, Halder, Rajat Suvra, Sahani, Ashish
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Beamforming Biological and Medical Physics Biomedical and Life Sciences Biomedical Engineering and Bioengineering Biomedicine Biophysics Computational efficiency Computing time Image Processing, Computer-Assisted - methods Image quality Image reconstruction Medical and Radiation Physics Medical imaging Neural networks Phantoms, Imaging Scientific Paper Signal to noise ratio Ultrasonic imaging Ultrasonography - methods
Online-Zugang:	Volltext
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