Dynamic prediction of renal survival among deeply phenotyped kidney transplant recipients using artificial intelligence: an observational, international, multicohort study.

Abstract

Authors

• Marc Raynaud
  Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France.
• Olivier Aubert
  Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France; Kidney Transplant Department, Necker Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France.
• Gillian Divard
  Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France; Kidney Transplant Department, Necker Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France.
• Peter P Reese
  Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France; Renal Electrolyte and Hypertension Division, University of Pennsylvania School of Medicine, Philadelphia, PA, USA.
• Nassim Kamar
  Department of Nephrology and Organ Transplantation, CHU Rangueil, Toulouse, France.
• Daniel Yoo
  Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France.
• Chen-Shan Chin
  Deep Learning in Medicine and Genomics, DNAnexus, San Francisco, CA, USA.
• Elodie Bailly
  Service de Néphrologie-Hypertension, Dialyses, Transplantation Rénale, Hôpital Bretonneau, CHU Tours, Tours, France.
• Matthias Büchler
  Service de Néphrologie-Hypertension, Dialyses, Transplantation Rénale, Hôpital Bretonneau, CHU Tours, Tours, France.
• Marc Ladrière
  Nephrology Dialysis Transplantation Department, University of Lorraine, Centre Hospitalier Universitaire Nancy, Nancy, France.
• Moglie Le Quintrec
  Department of Nephrology, Centre Hospitalier Universitaire Montpellier, Montpellier, France.
• Michel Delahousse
  Department of Transplantation, Nephrology and Clinical Immunology, Foch Hospital, Suresnes, France.
• Ivana Juric
  Department of Nephrology, Arterial Hypertension, Dialysis and Transplantation, University Hospital Centre Zagreb, School of Medicine University of Zagreb, Zagreb, Croatia.
• Nikolina Basic-Jukic
  Department of Nephrology, Arterial Hypertension, Dialysis and Transplantation, University Hospital Centre Zagreb, School of Medicine University of Zagreb, Zagreb, Croatia.
• Marta Crespo
  Department of Nephrology, Hospital del Mar Barcelona, Spain.
• Helio Tedesco Silva
  Hospital do Rim, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil.
• Kamilla Linhares
  Hospital do Rim, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil.
• Maria Cristina Ribeiro de Castro
  Renal Transplantation Service, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.
• Gervasio Soler Pujol
  Unidad de Trasplante Renopancreas, Centro de Educacion Medica e Investigaciones Clinicas Buenos Aires, Buenos Aires, Argentina.
• Jean-Philippe Empana
  Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France.
• Camilo Ulloa
  Kidney Transplantation Department, Clinica Alemana de Santiago, Santiago, Chile.
• Enver Akalin
  Renal Division Montefiore Medical Centre, Kidney Transplantation Program, Albert Einstein College of Medicine, NY, USA.
• Georg Böhmig
  Division of Nephrology and Dialysis, Department of Medicine III, General Hospital Vienna, Vienna, Austria.
• Edmund Huang
  Department of Medicine, Division of Nephrology, Comprehensive Transplant Centre, Cedars Sinai Medical Centre, Los Angeles, CA, USA.
• Mark D Stegall
  Divisions of Transplantation surgery.
• Andrew J Bentall
  William J von Liebig Centre for Transplantation and Clinical Regeneration, Mayo Clinic, Rochester, MN, USA.
• Robert A Montgomery
  New York University Langone Transplant Institute, New York, NY, USA.
• Stanley C Jordan
  Department of Medicine, Division of Nephrology, Comprehensive Transplant Centre, Cedars Sinai Medical Centre, Los Angeles, CA, USA.
• Rainer Oberbauer
  Nephrology, Medical University of Vienna, Vienna, Austria.
• Dorry L Segev
  Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
• John J Friedewald
  Kidney Transplantation Department, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
• Xavier Jouven
  Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France; Cardiology Department, European Georges Pompidou Hospital, Paris, France.
• Christophe Legendre
  Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France; Kidney Transplant Department, Necker Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France.
• Carmen Lefaucheur
  Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France; Kidney Transplant Department, Saint-Louis Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France.
• Alexandre Loupy
  Hôpital Necker, Paris, France.

Keywords

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