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Clinical Value of Information Entropy Compared with Deep Learning for Ultrasound Grading of Hepatic Steatosis

Entropy is a quantitative measure of signal uncertainty and has been widely applied to ultrasound tissue characterization. Ultrasound assessment of hepatic steatosis typically involves a backscattered statistical analysis of signals based on information entropy. Deep learning extracts features for c...

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Détails bibliographiques
Publié dans:Entropy (Basel)
Auteurs principaux: Chen, Jheng-Ru, Chao, Yi-Ping, Tsai, Yu-Wei, Chan, Hsien-Jung, Wan, Yung-Liang, Tai, Dar-In, Tsui, Po-Hsiang
Format: Artigo
Langue:Inglês
Publié: MDPI 2020
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7597079/
https://ncbi.nlm.nih.gov/pubmed/33286775
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22091006
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