Using neural networks to extend cropped medical images for deformable registration among images with differing scan extents.

McKenzie, Elizabeth M; Tong, Nuo; Ruan, Dan; Cao, Minsong; Chin, Robert K; Sheng, Ke

McKenzie, Elizabeth M; Tong, Nuo; Ruan, Dan; Cao, Minsong; Chin, Robert K; Sheng, Ke.

Afiliação

McKenzie EM; Department of Radiation Oncology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
Tong N; Department of Radiation Oncology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
Ruan D; Department of Radiation Oncology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
Cao M; Department of Radiation Oncology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
Chin RK; Department of Radiation Oncology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
Sheng K; Department of Radiation Oncology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.

Med Phys ; 48(8): 4459-4471, 2021 Aug.

Article em En | MEDLINE | ID: mdl-34101198

Assuntos

Processamento de Imagem Assistida por Computador; Redes Neurais de Computação; Algoritmos; Cabeça; Humanos; Imageamento Tridimensional; Pescoço

Palavras-chave

deep learning; deformable registration; scan extent

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Processamento de Imagem Assistida por Computador / Redes Neurais de Computação Limite: Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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