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Algebraic topology-based machine learning using MRI predicts outcomes in primary sclerosing cholangitis.
Singh, Yashbir; Jons, William A; Eaton, John E; Vesterhus, Mette; Karlsen, Tom; Bjoerk, Ida; Abildgaard, Andreas; Jorgensen, Kristin Kaasen; Folseraas, Trine; Little, Derek; Gulamhusein, Aliya F; Petrovic, Kosta; Negard, Anne; Conte, Gian Marco; Sobek, Joseph D; Jagtap, Jaidip; Venkatesh, Sudhakar K; Gores, Gregory J; LaRusso, Nicholas F; Lazaridis, Konstantinos N; Erickson, Bradley J.
Afiliación
  • Singh Y; Radiology, Mayo Clinic, Rochester, MN, USA.
  • Jons WA; Radiology, Mayo Clinic, Rochester, MN, USA.
  • Eaton JE; Biomedical Engineering and Physiology Graduate Program, Mayo Clinic Graduate School of Biomedical Sciences, Rochester, USA.
  • Vesterhus M; Division of Gastroenterology & Hepatology, Mayo Clinic, Rochester, MN, USA.
  • Karlsen T; Department of Medicine, Haraldsplass Deaconess Hospital, and Department of Clinical Science, University of Bergen, Bergen, Norway.
  • Bjoerk I; Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Surgery, Inflammatory Medicine and Transplantation, Oslo University Hospital Rikshospitalet, Oslo, Norway.
  • Abildgaard A; Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Surgery, Inflammatory Medicine and Transplantation, Oslo University Hospital Rikshospitalet, Oslo, Norway.
  • Jorgensen KK; Department of Radiology, Oslo University Hospital, Oslo, Norway.
  • Folseraas T; Department of Radiology, Oslo University Hospital, Oslo, Norway.
  • Little D; Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Surgery, Inflammatory Medicine and Transplantation, Oslo University Hospital Rikshospitalet, Oslo, Norway.
  • Gulamhusein AF; Department of Gastroenterology, Akershus University Hospital, Nordbyhagen, Norway.
  • Petrovic K; Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Surgery, Inflammatory Medicine and Transplantation, Oslo University Hospital Rikshospitalet, Oslo, Norway.
  • Negard A; Toronto Centre for Liver Disease, University Health Network and Department of Medicine, University of Toronto, Toronto, Ontario, Canada.
  • Conte GM; Toronto Centre for Liver Disease, University Health Network and Department of Medicine, University of Toronto, Toronto, Ontario, Canada.
  • Sobek JD; Department of Radiology, Haukeland University Hospital, Bergen, Norway.
  • Jagtap J; Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
  • Venkatesh SK; Department of Diagnostic Imaging, Akershus University Hospital, Lørenskog, Norway.
  • Gores GJ; Radiology, Mayo Clinic, Rochester, MN, USA.
  • LaRusso NF; Radiology, Mayo Clinic, Rochester, MN, USA.
  • Lazaridis KN; Radiology, Mayo Clinic, Rochester, MN, USA.
  • Erickson BJ; Radiology, Mayo Clinic, Rochester, MN, USA.
Eur Radiol Exp ; 6(1): 58, 2022 11 18.
Article en En | MEDLINE | ID: mdl-36396865
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Colangitis Esclerosante / Hepatopatías Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Límite: Adult / Humans Idioma: En Revista: Eur Radiol Exp Año: 2022 Tipo del documento: Article País de afiliación: Estados Unidos
Texto completo
Imprimir
XML
PubMed Links
Buscar en Google

Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Colangitis Esclerosante / Hepatopatías Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Límite: Adult / Humans Idioma: En Revista: Eur Radiol Exp Año: 2022 Tipo del documento: Article País de afiliación: Estados Unidos