Communications Medicine (Nov 2022)
Comparison of artificial intelligence and human-based prediction and stratification of the risk of long-term kidney allograft failure
- Gillian Divard,
- Marc Raynaud,
- Vasishta S. Tatapudi,
- Basmah Abdalla,
- Elodie Bailly,
- Maureen Assayag,
- Yannick Binois,
- Raphael Cohen,
- Huanxi Zhang,
- Camillo Ulloa,
- Kamila Linhares,
- Helio S. Tedesco,
- Christophe Legendre,
- Xavier Jouven,
- Robert A. Montgomery,
- Carmen Lefaucheur,
- Olivier Aubert,
- Alexandre Loupy
Affiliations
- Gillian Divard
- Université de Paris Cité, INSERM U970, PARCC, Paris Translational Research Centre for Organ Transplantation
- Marc Raynaud
- Université de Paris Cité, INSERM U970, PARCC, Paris Translational Research Centre for Organ Transplantation
- Vasishta S. Tatapudi
- NYU Langone Transplant Institute, NYU Langone Health
- Basmah Abdalla
- Department of Medicine, Division of Nephrology, David Geffen School of Medicine at UCLA
- Elodie Bailly
- Université de Paris Cité, INSERM U970, PARCC, Paris Translational Research Centre for Organ Transplantation
- Maureen Assayag
- Kidney Transplant Department, Bicêtre Hospital, Assistance Publique – Hôpitaux de Paris
- Yannick Binois
- Medical Intensive Care Unit, Saint-Louis Hospital, Assistance Publique - Hôpitaux de Paris
- Raphael Cohen
- Department of Physiology, Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou
- Huanxi Zhang
- The First Affiliated Hospital of Sun Yat-Sen University
- Camillo Ulloa
- Clinica Alemana de Santiago
- Kamila Linhares
- Universidade Federal de Sao Paulo, Hospital do Rim, Escola Paulista de Medicina
- Helio S. Tedesco
- Universidade Federal de Sao Paulo, Hospital do Rim, Escola Paulista de Medicina
- Christophe Legendre
- Université de Paris Cité, INSERM U970, PARCC, Paris Translational Research Centre for Organ Transplantation
- Xavier Jouven
- Université de Paris Cité, INSERM U970, PARCC, Paris Translational Research Centre for Organ Transplantation
- Robert A. Montgomery
- NYU Langone Transplant Institute, NYU Langone Health
- Carmen Lefaucheur
- Université de Paris Cité, INSERM U970, PARCC, Paris Translational Research Centre for Organ Transplantation
- Olivier Aubert
- Université de Paris Cité, INSERM U970, PARCC, Paris Translational Research Centre for Organ Transplantation
- Alexandre Loupy
- Université de Paris Cité, INSERM U970, PARCC, Paris Translational Research Centre for Organ Transplantation
- DOI
- https://doi.org/10.1038/s43856-022-00201-9
- Journal volume & issue
-
Vol. 2,
no. 1
pp. 1 – 9
Abstract
Divard, Raynaud et al. compare artificial intelligence (AI)-based predictions of kidney allograft failure based on electronic health records with those made by transplant physicians of varying levels of experience. The ability of physicians to predict allograft failure is limited, with superior performance seen for the AI system.
