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Deep Learning Convolutional Neural Networks for the Estimation of Liver Fibrosis Severity from Ultrasound Texture

Diagnosis and staging of liver fibrosis is a vital prognostic marker in chronic liver diseases. Due to the inaccuracies and risk of complications associated with liver core needle biopsy, the current standard for diagnosis, other less invasive methods are sought for diagnosis. One such method that h...

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Bibliografske podrobnosti
izdano v:Proc SPIE Int Soc Opt Eng
Main Authors: Treacher, Alex, Beauchamp, Daniel, Quadri, Bilal, Fetzer, David, Vij, Abhinav, Yokoo, Takeshi, Montillo, Albert
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6859455/
https://ncbi.nlm.nih.gov/pubmed/31741550
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2512592
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