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Fully automated convolutional neural network-based affine algorithm improves liver registration and lesion co-localization on hepatobiliary phase T1-weighted MR images.
Hasenstab, Kyle A; Cunha, Guilherme Moura; Higaki, Atsushi; Ichikawa, Shintaro; Wang, Kang; Delgado, Timo; Brunsing, Ryan L; Schlein, Alexandra; Bittencourt, Leornado Kayat; Schwartzman, Armin; Fowler, Katie J; Hsiao, Albert; Sirlin, Claude B.
Afiliação
  • Hasenstab KA; Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, USA.
  • Cunha GM; AiDA Laboratory, Department of Radiology, University of California San Diego, La Jolla, CA, USA.
  • Higaki A; Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, USA. gcunha@ucsd.edu.
  • Ichikawa S; Altman Clinical Translational Research Institute, 9452 Medical Center Drive, Lower Level 501, La Jolla, CA, 92037, USA. gcunha@ucsd.edu.
  • Wang K; Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, USA.
  • Delgado T; Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, USA.
  • Brunsing RL; Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, USA.
  • Schlein A; AiDA Laboratory, Department of Radiology, University of California San Diego, La Jolla, CA, USA.
  • Bittencourt LK; Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, USA.
  • Schwartzman A; Department of Radiology, Stanford University, Palo Alto, CA, USA.
  • Fowler KJ; Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, USA.
  • Hsiao A; Abdominal and Pelvic MRI, Radiology, CDPI Clinics, DASA Company, Fluminense Federal University (UFF), Rio de Janeiro, Brazil.
  • Sirlin CB; Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA.
Eur Radiol Exp ; 3(1): 43, 2019 10 26.
Article em En | MEDLINE | ID: mdl-31655943

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Algoritmos / Imageamento por Ressonância Magnética / Redes Neurais de Computação / Fígado Tipo de estudo: Guideline / Observational_studies / Prognostic_studies Limite: Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2019 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Algoritmos / Imageamento por Ressonância Magnética / Redes Neurais de Computação / Fígado Tipo de estudo: Guideline / Observational_studies / Prognostic_studies Limite: Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2019 Tipo de documento: Article