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Automated Pattern Recognition in Whole-Cardiac Cycle Echocardiographic Data: Capturing Functional Phenotypes with Machine Learning.
Loncaric, Filip; Marti Castellote, Pablo-Miki; Sanchez-Martinez, Sergio; Fabijanovic, Dora; Nunno, Loredana; Mimbrero, Maria; Sanchis, Laura; Doltra, Adelina; Montserrat, Silvia; Cikes, Maja; Crispi, Fatima; Piella, Gema; Sitges, Marta; Bijnens, Bart.
Affiliation
  • Loncaric F; Institute of Biomedical Research August Pi Sunyer, Barcelona, Spain. Electronic address: loncaric.filip@gmail.com.
  • Marti Castellote PM; Department of Information Technologies and Communication, Simulation, Imaging and Modelling for Biomedical Systems, Universitat Pompeu Fabra, Barcelona, Spain.
  • Sanchez-Martinez S; Institute of Biomedical Research August Pi Sunyer, Barcelona, Spain.
  • Fabijanovic D; University of Zagreb School of Medicine, Department of Cardiovascular Diseases, University Hospital Centre Zagreb, Zagreb, Croatia.
  • Nunno L; Institute of Biomedical Research August Pi Sunyer, Barcelona, Spain; Institut Clínic Cardiovascular, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain.
  • Mimbrero M; Institute of Biomedical Research August Pi Sunyer, Barcelona, Spain; Institut Clínic Cardiovascular, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain.
  • Sanchis L; Institute of Biomedical Research August Pi Sunyer, Barcelona, Spain; Institut Clínic Cardiovascular, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain.
  • Doltra A; Institute of Biomedical Research August Pi Sunyer, Barcelona, Spain; Institut Clínic Cardiovascular, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain.
  • Montserrat S; Institute of Biomedical Research August Pi Sunyer, Barcelona, Spain; Institut Clínic Cardiovascular, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain; CIBERCV, Instituto de Salud Carlos III (CB16/11/00354), Madrid, Spain.
  • Cikes M; University of Zagreb School of Medicine, Department of Cardiovascular Diseases, University Hospital Centre Zagreb, Zagreb, Croatia.
  • Crispi F; Institute of Biomedical Research August Pi Sunyer, Barcelona, Spain; Fetal Medicine Research Center, BCNatal - Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Déu), Institut Clínic de Ginecologia Obstetricia i Neonatologia, Centre for Biomedical R
  • Piella G; Department of Information Technologies and Communication, Simulation, Imaging and Modelling for Biomedical Systems, Universitat Pompeu Fabra, Barcelona, Spain.
  • Sitges M; Institute of Biomedical Research August Pi Sunyer, Barcelona, Spain; Institut Clínic Cardiovascular, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain; CIBERCV, Instituto de Salud Carlos III (CB16/11/00354), Madrid, Spain.
  • Bijnens B; Institute of Biomedical Research August Pi Sunyer, Barcelona, Spain; ICREA, Barcelona, Spain.
J Am Soc Echocardiogr ; 34(11): 1170-1183, 2021 11.
Article in En | MEDLINE | ID: mdl-34245826
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pattern Recognition, Automated / Echocardiography Type of study: Prognostic_studies Limits: Humans Language: En Journal: J Am Soc Echocardiogr Journal subject: DIAGNOSTICO POR IMAGEM Year: 2021 Document type: Article
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pattern Recognition, Automated / Echocardiography Type of study: Prognostic_studies Limits: Humans Language: En Journal: J Am Soc Echocardiogr Journal subject: DIAGNOSTICO POR IMAGEM Year: 2021 Document type: Article