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Direct pixel to pixel principal strain mapping from tagging MRI using end to end deep convolutional neural network (DeepStrain).
Abd-Elmoniem, Khaled Z; Yassine, Inas A; Metwalli, Nader S; Hamimi, Ahmed; Ouwerkerk, Ronald; Matta, Jatin R; Wessel, Mia; Solomon, Michael A; Elinoff, Jason M; Ghanem, Ahmed M; Gharib, Ahmed M.
Afiliação
  • Abd-Elmoniem KZ; Biomedical and Metabolic Imaging Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, 10 Center Drive, Bldg. 10, CRC, Rm. 3-5340, Bethesda, MD, 20892, USA. abdelmoniemkz@mail.nih.gov.
  • Yassine IA; Systems and Biomedical Engineering Department, Faculty of Engineering, Cairo University, Cairo, Egypt.
  • Metwalli NS; Biomedical and Metabolic Imaging Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, 10 Center Drive, Bldg. 10, CRC, Rm. 3-5340, Bethesda, MD, 20892, USA.
  • Hamimi A; Biomedical and Metabolic Imaging Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, 10 Center Drive, Bldg. 10, CRC, Rm. 3-5340, Bethesda, MD, 20892, USA.
  • Ouwerkerk R; Biomedical and Metabolic Imaging Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, 10 Center Drive, Bldg. 10, CRC, Rm. 3-5340, Bethesda, MD, 20892, USA.
  • Matta JR; Biomedical and Metabolic Imaging Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, 10 Center Drive, Bldg. 10, CRC, Rm. 3-5340, Bethesda, MD, 20892, USA.
  • Wessel M; Biomedical and Metabolic Imaging Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, 10 Center Drive, Bldg. 10, CRC, Rm. 3-5340, Bethesda, MD, 20892, USA.
  • Solomon MA; Cardiovascular Branch of the National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, MD, USA.
  • Elinoff JM; Critical Care Medicine Department, NIH Clinical Center, Bethesda, MD, USA.
  • Ghanem AM; Critical Care Medicine Department, NIH Clinical Center, Bethesda, MD, USA.
  • Gharib AM; Biomedical and Metabolic Imaging Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, 10 Center Drive, Bldg. 10, CRC, Rm. 3-5340, Bethesda, MD, 20892, USA.
Sci Rep ; 11(1): 23021, 2021 11 26.
Article em En | MEDLINE | ID: mdl-34836988
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Imageamento por Ressonância Magnética / Redes Neurais de Computação / Coração Tipo de estudo: Health_economic_evaluation / Prognostic_studies Limite: Humans Idioma: En Revista: Sci Rep Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Imageamento por Ressonância Magnética / Redes Neurais de Computação / Coração Tipo de estudo: Health_economic_evaluation / Prognostic_studies Limite: Humans Idioma: En Revista: Sci Rep Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos