Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection

PURPOSE: We present a method for prostate cancer (PCa) detection using temporal enhanced ultrasound (TeUS) data obtained either from radiofrequency (RF) ultrasound signals or B-mode images. METHODS: For the first time, we demonstrate that by applying domain adaptation and transfer learning methods,...

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Bibliografiske detaljer
Udgivet i:Int J Comput Assist Radiol Surg
Main Authors: Azizi, Shekoofeh, Mousavi, Parvin, Yan, Pingkun, Tahmasebi, Amir, Kwak, Jin Tae, Xu, Sheng, Turkbey, Baris, Choyke, Peter, Pinto, Peter, Wood, Bradford, Abolmaesumi, Purang
Format: Artigo
Sprog:Inglês
Udgivet: 2017
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8171585/
https://ncbi.nlm.nih.gov/pubmed/28349507
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11548-017-1573-x
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