An automated histological classification system for precision diagnostics of kidney allografts - Nature Medicine

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A decision-support system automates the Banff classification system for diagnosis of KidneyAllograftRejection & leads to reclassification & correction of pathologists’ diagnoses & improves risk stratification of outcomes. AlexandreLoupy ParisTxGroup

We thank I. Louis Boudhabhay, G. Morin and C. Ursule-Dufait for testing the Banff Automation System at Necker Hospital, O. Nekachtali and M. Kamel for data acquisition, B. Robin for his help to design Fig.and M. Mengel, C. Roufosse and J. Ulrich Becker for their critical review of the Banff classification criteria. INSERM-Action thématique incitative sur programme Avenir provided financial support. V.G.

Université Paris Cité, INSERM U970, Paris Institute for Transplantation and Organ Regeneration, Paris, France Daniel Yoo, Valentin Goutaudier, Gillian Divard, Olivier Aubert, Marc Raynaud, Zeynep Demir, Julien Hogan, Marta Sablik, Christophe Legendre, Carmen Lefaucheur, Marion Rabant & Alexandre Loupy

Department of Kidney Transplantation, Necker Hospital, Assistance Publique – Hôpitaux de Paris, Paris, FranceKidney Transplant Department, Saint-Louis Hospital, Assistance Publique – Hôpitaux de Paris, Paris, FranceNéphrologie-Immunologie Clinique, Hôpital Bretonneau, CHU Tours, Tours, FranceDivision of Nephrology, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USAPediatric Hepatology Unit-Liver Transplantation, Necker...

Pediatric Nephrology, David Geffen School of Medicine at UCLA, UCLA Mattel Children’s Hospital, Los Angeles, CA, USADepartment of Pediatrics, University of Washington School of Medicine, Seattle Children’s Hospital, Seattle, WA, USADivision of Pediatric Nephrology, Emory University School of Medicine, Children’s Pediatric Institute, Atlanta, GA, USADivision of Pediatric Nephrology, University of Kansas City, Children’s Mercy Hospital, Kansas City, MO, USADivision of Pediatric Nephrology and...

 

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