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Ultrasound Radiomics for the Detection of Early-Stage Liver Fibrosis

Objective: The study evaluates quantitative ultrasound (QUS) texture features with machine learning (ML) to enhance the sensitivity of B-mode ultrasound (US) for the detection of fibrosis at an early stage and distinguish it from advanced fibrosis. Different ML methods were evaluated to determine th...

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Detalles Bibliográficos
Autores principales: Al-Hasani, Maryam, Sultan, Laith R., Sagreiya, Hersh, Cary, Theodore W., Karmacharya, Mrigendra B., Sehgal, Chandra M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689042/
https://www.ncbi.nlm.nih.gov/pubmed/36359580
http://dx.doi.org/10.3390/diagnostics12112737