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

Treacher, Alex; Beauchamp, Daniel; Quadri, Bilal; Fetzer, David; Vij, Abhinav; Yokoo, Takeshi; Montillo, Albert

Treacher, Alex; Beauchamp, Daniel; Quadri, Bilal; Fetzer, David; Vij, Abhinav; Yokoo, Takeshi; Montillo, Albert.

Afiliação

Treacher A; University of Texas Southwestern Medical Center, Dallas, TX.
Beauchamp D; University of Texas Southwestern Medical Center, Dallas, TX.
Quadri B; University of Texas Southwestern Medical Center, Dallas, TX.
Fetzer D; University of Texas Southwestern Medical Center, Dallas, TX.
Vij A; University of Texas Southwestern Medical Center, Dallas, TX.
Yokoo T; University of Texas Southwestern Medical Center, Dallas, TX.
Montillo A; University of Texas Southwestern Medical Center, Dallas, TX.

Proc SPIE Int Soc Opt Eng ; 109502019 Feb.

Article em En | MEDLINE | ID: mdl-31741550

Palavras-chave

Convolutional Neural Network; Deep Learning; Liver Fibrosis; Random Search; Shear Wave Velocity; Ultrasound

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2019 Tipo de documento: Article

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PubMed Links

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2019 Tipo de documento: Article