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Dynamic prediction of renal survival among deeply phenotyped kidney transplant recipients using artificial intelligence: an observational, international, multicohort study.
Raynaud, Marc; Aubert, Olivier; Divard, Gillian; Reese, Peter P; Kamar, Nassim; Yoo, Daniel; Chin, Chen-Shan; Bailly, Élodie; Buchler, Matthias; Ladrière, Marc; Le Quintrec, Moglie; Delahousse, Michel; Juric, Ivana; Basic-Jukic, Nikolina; Crespo, Marta; Silva, Helio Tedesco; Linhares, Kamilla; Ribeiro de Castro, Maria Cristina; Soler Pujol, Gervasio; Empana, Jean-Philippe; Ulloa, Camilo; Akalin, Enver; Böhmig, Georg; Huang, Edmund; Stegall, Mark D; Bentall, Andrew J; Montgomery, Robert A; Jordan, Stanley C; Oberbauer, Rainer; Segev, Dorry L; Friedewald, John J; Jouven, Xavier; Legendre, Christophe; Lefaucheur, Carmen; Loupy, Alexandre.
Affiliation
  • Raynaud M; Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France.
  • Aubert O; 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.
  • Divard G; 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.
  • Reese PP; 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.
  • Kamar N; Université Paul Sabatier, INSERM, Department of Nephrology and Organ Transplantation, CHU Rangueil & Purpan, Toulouse, France.
  • Yoo D; Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France.
  • Chin CS; Deep Learning in Medicine and Genomics, DNAnexus, San Francisco, CA, USA.
  • Bailly É; Nephrology and Immunology Department, Bretonneau Hospital, Tours, France.
  • Buchler M; Nephrology and Immunology Department, Bretonneau Hospital, Tours, France.
  • Ladrière M; Nephrology Dialysis Transplantation Department, University of Lorraine, Centre Hospitalier Universitaire Nancy, Nancy, France.
  • Le Quintrec M; Department of Nephrology, Centre Hospitalier Universitaire Montpellier, Montpellier, France.
  • Delahousse M; Department of Transplantation, Nephrology and Clinical Immunology, Foch Hospital, Suresnes, France.
  • Juric I; Department of Nephrology, Arterial Hypertension, Dialysis and Transplantation, University Hospital Centre Zagreb, School of Medicine University of Zagreb, Zagreb, Croatia.
  • Basic-Jukic N; Department of Nephrology, Arterial Hypertension, Dialysis and Transplantation, University Hospital Centre Zagreb, School of Medicine University of Zagreb, Zagreb, Croatia.
  • Crespo M; Department of Nephrology, Hospital del Mar Barcelona, Spain.
  • Silva HT; Hospital do Rim, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil.
  • Linhares K; Hospital do Rim, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil.
  • Ribeiro de Castro MC; Renal Transplantation Service, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.
  • Soler Pujol G; Unidad de Trasplante Renopancreas, Centro de Educacion Medica e Investigaciones Clinicas Buenos Aires, Buenos Aires, Argentina.
  • Empana JP; Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France.
  • Ulloa C; Kidney Transplantation Department, Clinica Alemana de Santiago, Santiago, Chile.
  • Akalin E; Renal Division Montefiore Medical Centre, Kidney Transplantation Program, Albert Einstein College of Medicine, NY, USA.
  • Böhmig G; Division of Nephrology and Dialysis, Department of Medicine III, General Hospital Vienna, Vienna, Austria.
  • Huang E; Department of Medicine, Division of Nephrology, Comprehensive Transplant Centre, Cedars Sinai Medical Centre, Los Angeles, CA, USA.
  • Stegall MD; William J von Liebig Centre for Transplantation and Clinical Regeneration, Mayo Clinic, Rochester, MN, USA.
  • Bentall AJ; William J von Liebig Centre for Transplantation and Clinical Regeneration, Mayo Clinic, Rochester, MN, USA.
  • Montgomery RA; New York University Langone Transplant Institute, New York, NY, USA.
  • Jordan SC; Department of Medicine, Division of Nephrology, Comprehensive Transplant Centre, Cedars Sinai Medical Centre, Los Angeles, CA, USA.
  • Oberbauer R; Nephrology, Medical University of Vienna, Vienna, Austria.
  • Segev DL; Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
  • Friedewald JJ; Kidney Transplantation Department, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
  • Jouven X; Paris Translational Research Centre for Organ Transplantation, INSERM, PARCC, Université de Paris, Paris, France; Cardiology Department, European Georges Pompidou Hospital, Paris, France.
  • Legendre C; 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.
  • Lefaucheur C; 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.
  • Loupy A; 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. Electronic address: alexandre.loupy@inserm.fr.
Lancet Digit Health ; 3(12): e795-e805, 2021 12.
Article in En | MEDLINE | ID: mdl-34756569
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Postoperative Complications / Artificial Intelligence / Kidney Transplantation / Renal Insufficiency / Allografts / Kidney / Models, Biological Type of study: Clinical_trials / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Female / Humans / Male / Middle aged Language: En Journal: Lancet Digit Health Year: 2021 Document type: Article
Fulltext
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Postoperative Complications / Artificial Intelligence / Kidney Transplantation / Renal Insufficiency / Allografts / Kidney / Models, Biological Type of study: Clinical_trials / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Female / Humans / Male / Middle aged Language: En Journal: Lancet Digit Health Year: 2021 Document type: Article