Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations

PURPOSE: Temporal Enhanced Ultrasound (TeUS) has been proposed as a new paradigm for tissue characterization based on a sequence of ultrasound radio frequency (RF) data. We previously used TeUS to successfully address the problem of prostate cancer detection in the fusion biopsies. METHODS: In this...

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Veröffentlicht in:Int J Comput Assist Radiol Surg
Hauptverfasser: Azizi, Shekoofeh, Bayat, Sharareh, Yan, Pingkun, Tahmasebi, Amir, Nir, Guy, Kwak, Jin Tae, Xu, Sheng, Wilson, Storey, Iczkowski, Kenneth A., Lucia, M. Scott, Goldenberg, Larry, Salcudean, Septimiu E., Pinto, Peter A., Wood, Bradford, Abolmaesumi, Purang, Mousavi, Parvin
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2017
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7900902/
https://ncbi.nlm.nih.gov/pubmed/28634789
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11548-017-1627-0
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