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Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans.
Angelini, Elsa D; Yang, Jie; Balte, Pallavi P; Hoffman, Eric A; Manichaikul, Ani W; Sun, Yifei; Shen, Wei; Austin, John H M; Allen, Norrina B; Bleecker, Eugene R; Bowler, Russell; Cho, Michael H; Cooper, Christopher S; Couper, David; Dransfield, Mark T; Garcia, Christine Kim; Han, MeiLan K; Hansel, Nadia N; Hughes, Emlyn; Jacobs, David R; Kasela, Silva; Kaufman, Joel Daniel; Kim, John Shinn; Lappalainen, Tuuli; Lima, Joao; Malinsky, Daniel; Martinez, Fernando J; Oelsner, Elizabeth C; Ortega, Victor E; Paine, Robert; Post, Wendy; Pottinger, Tess D; Prince, Martin R; Rich, Stephen S; Silverman, Edwin K; Smith, Benjamin M; Swift, Andrew J; Watson, Karol E; Woodruff, Prescott G; Laine, Andrew F; Barr, R Graham.
Afiliação
  • Angelini ED; Department of Biomedical Engineering, Columbia University, New York, New York, USA.
  • Yang J; LTCI, Institut Polytechnique de Paris, Telecom Paris, Palaiseau, France.
  • Balte PP; NIHR Imperial Biomedical Research Centre, ITMAT Data Science Group, Imperial College, London, UK.
  • Hoffman EA; Department of Biomedical Engineering, Columbia University, New York, New York, USA.
  • Manichaikul AW; Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA.
  • Sun Y; Departments of Radiology, Medicine and Biomedical Engineering, University of Iowa, Iowa City, Iowa, USA.
  • Shen W; Center for Public Health Genomics, University of Virginia, Charlottesville, Virginia, USA.
  • Austin JHM; Department of Biostatistics, Columbia University Irving Medical Center, New York, New York, USA.
  • Allen NB; Department of Pediatrics, Institute of Human Nutrition, Columbia University Irving Medical Center, New York, New York, USA.
  • Bleecker ER; Columbia Magnetic Resonance Research Center (CMRRC), Columbia University Irving Medical Center, New York, New York, USA.
  • Bowler R; Department of Radiology, Columbia University Irving Medical Center, New York, New York, USA.
  • Cho MH; Institute for Public Health and Medicine (IPHAM) - Center for Epidemiology and Population Health, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
  • Cooper CS; Department of Medicine, University of Arizona Health Sciences, Tucson, Arizona, USA.
  • Couper D; Department of Medicine, National Jewish Health, Denver, Colorado, USA.
  • Dransfield MT; Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.
  • Garcia CK; Harvard Medical School, Boston, Massachusetts, USA.
  • Han MK; Department of Medicine, University of California, Los Angeles, California, USA.
  • Hansel NN; Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina, USA.
  • Hughes E; Lung Health Center, University of Alabama, Birmingham, Alabama, USA.
  • Jacobs DR; Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA.
  • Kasela S; Department of Medicine, University of Michigan, Ann Arbor, Michigan, USA.
  • Kaufman JD; Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.
  • Kim JS; Department of Physics, Columbia University, New York, New York, USA.
  • Lappalainen T; Division of Epidemiology and Community Public Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA.
  • Lima J; Department of Systems Biology, Columbia University Irving Medical Center, New York, New York, USA.
  • Malinsky D; New York Genome Center, New York, New York, USA.
  • Martinez FJ; Departments of Environmental & Occupational Health Sciences, Medicine, and Epidemiology, University of Washington, Seattle, Washington, USA.
  • Oelsner EC; Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA.
  • Ortega VE; Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia, USA.
  • Paine R; Department of Systems Biology, Columbia University Irving Medical Center, New York, New York, USA.
  • Post W; Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.
  • Pottinger TD; Department of Biostatistics, Columbia University Irving Medical Center, New York, New York, USA.
  • Prince MR; Department of Medicine, Cornell University Joan and Sanford I Weill Medical College, New York, New York, USA.
  • Rich SS; Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA.
  • Silverman EK; Department of Pulmonary Medicine, Mayo Clinic, Phoenix, Arizona, USA.
  • Smith BM; Department of Medicine, University of Utah, Salt Lake City, Utah, USA.
  • Swift AJ; Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.
  • Watson KE; Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA.
  • Woodruff PG; Department of Radiology, Cornell University Joan and Sanford I Weill Medical College, New York, New York, USA.
  • Laine AF; Center for Public Health Genomics, University of Virginia, Charlottesville, Virginia, USA.
  • Barr RG; Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.
Thorax ; 78(11): 1067-1079, 2023 11.
Article em En | MEDLINE | ID: mdl-37268414
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Enfisema Pulmonar / Doença Pulmonar Obstrutiva Crônica / Enfisema Idioma: En Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Estados Unidos
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Enfisema Pulmonar / Doença Pulmonar Obstrutiva Crônica / Enfisema Idioma: En Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Estados Unidos