Reply to: Machine learning-driven virtual biopsy system may increase organ discards at aggressive kidney transplant centers 由 Marc Raynaud, Gillian Divard, Alexandre Loupy

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Complement-activating donor-specific anti-HLA antibodies in solid organ transplantation: systematic review, meta-analysis, and critical appraisal 由 Solaf Al-Awadhi, Marc Raynaud, Kevin Louis, Kevin Louis, Antoine Bouquegneau, Antoine Bouquegneau, Jean-Luc Taupin, Olivier Aubert, Olivier Aubert, Alexandre Loupy, Alexandre Loupy, Carmen Lefaucheur, Carmen Lefaucheur

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Immunosuppressant drugs and quality-of-life outcomes in kidney transplant recipients: An international cohort study (EU-TRAIN) 由 François R. Girardin, François R. Girardin, Anna Nicolet, Oriol Bestard, Carmen Lefaucheur, Carmen Lefaucheur, Klemens Budde, Fabian Halleck, Sophie Brouard, Magali Giral, Pierre-Antoine Gourraud, Béatrice Horcholle, Jean Villard, Joachim Marti, Alexandre Loupy, Alexandre Loupy

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Evaluation of a Decentralized Donor-Derived Cell-Free DNA Assay for Kidney Allograft Rejection Monitoring 由 Alexandre Loupy, Alexandre Loupy, Anaïs Certain, Narin S. Tangprasertchai, Maud Racapé, Cindy Ursule-Dufait, Kawthar Benbadi, Marc Raynaud, Evgeniya Vaskova, Corina Marchis, Sílvia Casas, Tim Hague, Oriol Bestard, Delphine Kervella, Carmen Lefaucheur, Carmen Lefaucheur, Thierry Viard, Olivier Aubert, Olivier Aubert

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Tissue compartment analysis for biomarker discovery by gene expression profiling. 由 Antoine Disset, Lydie Cheval, Olga Soutourina, Jean-Paul Duong Van Huyen, Guorong Li, Christian Genin, Jacques Tostain, Alexandre Loupy, Alain Doucet, Rabary Rajerison

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Successful prevention of BK-polyomavirus nephropathy using extracorporeal photopheresis for immunosuppression minimisation following severe BK polyomavirus replication after kidney... 由 Florent Von Tokarski, François Parquin, Antoine Roux, Victor Hayem, Thibault Kerdiles, Marion Rabant, Pierre Isnard, Alexandre Loupy, Cyril Fourniol, Leila Tricot, Clément Picard, Alexandre Hertig, Julie Oniszczuk

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Application of the iBox prognostication system as a surrogate endpoint in the TRANSFORM randomised controlled trial: proof-of-concept study 由 Alexandre Loupy, Olivier Aubert, Gillian Divard, Christophe Legendre, Julio Pascual, Claudia Sommerer, Federico Oppenheimer, Franco Citterio, Helio Tedesco, Steve Chadban, Mitchell Henry, Flavio Vincenti, Titte Srinivas, Yoshihiko Watarai, Peter Bernhardt

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Tacrolimus to belatacept conversion in proteinuric kidney transplant recipients 由 Orhan Efe, Ayman Al Jurdi, Morgan Mabey Eiting, Christine Rogers Marks, Mariesa Ann Cote, David Wojciechowski, Kassem Safa, Hannah Gilligan, Jamil Azzi, Nitender Goyal, Marc Raynaud, Alexandre Loupy, Astrid Weins, Leonardo V. Riella, Leonardo V. Riella

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Comparison of artificial intelligence and human-based prediction and stratification of the risk of long-term kidney allograft failure 由 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

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Antibody Mediated Rejection and T-cell Mediated Rejection Molecular Signatures Using Next-Generation Sequencing in Kidney Transplant Biopsies 由 Esteban Cortes Garcia, Alessia Giarraputo, Maud Racapé, Valentin Goutaudier, Cindy Ursule-Dufait, Pierre de la Grange, Lucie Adoux, Marc Raynaud, Clément Couderau, Fariza Mezine, Jessie Dagobert, Oriol Bestard, Francesc Moreso, Jean Villard, Fabian Halleck, Magali Giral, Sophie Brouard, Richard Danger, Pierre-Antoine Gourraud, Marion Rabant, Lionel Couzi, Moglie Le Quintrec, Nassim Kamar, Emmanuel Morelon, François Vrtovsnik, Jean-Luc Taupin, Renaud Snanoudj, Christophe Legendre, Christophe Legendre, Dany Anglicheau, Dany Anglicheau, Klemens Budde, Carmen Lefaucheur, Carmen Lefaucheur, Alexandre Loupy, Alexandre Loupy, Olivier Aubert, Olivier Aubert

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Qualifying a Novel Clinical Trial Endpoint (iBOX) Predictive of Long-Term Kidney Transplant Outcomes 由 Amanda Klein, Alexandre Loupy, Mark Stegall, Ilkka Helanterä, Luke Kosinski, Eric Frey, Olivier Aubert, Gillian Divard, Kenneth Newell, Herwig-Ulf Meier-Kriesche, Roslyn Mannon, Thomas Dumortier, Varun Aggarwal, Jagdeep T. Podichetty, Inish O’Doherty, Ahmed Osama Gaber, William E. Fitzsimmons

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COVID-19-related medical research: a meta-research and critical appraisal 由 Marc Raynaud, Huanxi Zhang, Kevin Louis, Valentin Goutaudier, Jiali Wang, Quentin Dubourg, Yongcheng Wei, Zeynep Demir, Charlotte Debiais, Olivier Aubert, Yassine Bouatou, Carmen Lefaucheur, Patricia Jabre, Longshan Liu, Changxi Wang, Xavier Jouven, Peter Reese, Jean-Philippe Empana, Alexandre Loupy

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Impact of the COVID-19 pandemic on publication dynamics and non-COVID-19 research production 由 Marc Raynaud, Valentin Goutaudier, Kevin Louis, Solaf Al-Awadhi, Quentin Dubourg, Agathe Truchot, Romain Brousse, Nouredine Saleh, Alessia Giarraputo, Charlotte Debiais, Zeynep Demir, Anaïs Certain, Francine Tacafred, Esteban Cortes-Garcia, Safia Yanes, Jessy Dagobert, Sofia Naser, Blaise Robin, Élodie Bailly, Xavier Jouven, Peter P. Reese, Alexandre Loupy

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Missing self triggers NK cell-mediated chronic vascular rejection of solid organ transplants 由 Alice Koenig, Chien-Chia Chen, Antoine Marçais, Thomas Barba, Virginie Mathias, Antoine Sicard, Maud Rabeyrin, Maud Racapé, Jean-Paul Duong-Van-Huyen, Patrick Bruneval, Alexandre Loupy, Sébastien Dussurgey, Stéphanie Ducreux, Vannary Meas-Yedid, Jean-Christophe Olivo-Marin, Héléna Paidassi, Romain Guillemain, Jean-Luc Taupin, Jasper Callemeyn, Emmanuel Morelon, Antonino Nicoletti, Béatrice Charreau, Valérie Dubois, Maarten Naesens, Thierry Walzer, Thierry Defrance, Olivier Thaunat

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Correction: Complement-activating donor-specific anti-HLA antibodies and solid organ transplant survival: A systematic review and meta-analysis. 由 Antoine Bouquegneau, Charlotte Loheac, Olivier Aubert, Yassine Bouatou, Denis Viglietti, Jean-Philippe Empana, Camilo Ulloa, Mohammad Hassan Murad, Christophe Legendre, Denis Glotz, Annette M Jackson, Adriana Zeevi, Stephan Schaub, Jean-Luc Taupin, Elaine F Reed, John J Friedewald, Dolly B Tyan, Caner Süsal, Ron Shapiro, E Steve Woodle, Luis G Hidalgo, Jacqueline O'Leary, Robert A Montgomery, Jon Kobashigawa, Xavier Jouven, Patricia Jabre, Carmen Lefaucheur, Alexandre Loupy

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Banff Digital Pathology Working Group: Image Bank, Artificial Intelligence Algorithm, and Challenge Trial Developments 由 Alton B. Farris, Mariam P. Alexander, Ulysses G. J. Balis, Laura Barisoni, Peter Boor, Peter Boor, Roman D. Bülow, Lynn D. Cornell, Anthony J. Demetris, Evan Farkash, Meyke Hermsen, Julien Hogan, Julien Hogan, Renate Kain, Jesper Kers, Jesper Kers, Jun Kong, Jun Kong, Richard M. Levenson, Alexandre Loupy, Maarten Naesens, Pinaki Sarder, John E. Tomaszewski, Jeroen van der Laak, Jeroen van der Laak, Dominique van Midden, Yukako Yagi, Kim Solez

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A Machine Learning-Driven Virtual Biopsy System For Kidney Transplant Patients 由 Daniel Yoo, Gillian Divard, Marc Raynaud, Aaron Cohen, Tom D. Mone, John Thomas Rosenthal, Andrew J. Bentall, Mark D. Stegall, Maarten Naesens, Huanxi Zhang, Changxi Wang, Juliette Gueguen, Nassim Kamar, Antoine Bouquegneau, Ibrahim Batal, Shana M. Coley, John S. Gill, Federico Oppenheimer, Erika De Sousa-Amorim, Dirk R. J. Kuypers, Antoine Durrbach, Daniel Seron, Marion Rabant, Jean-Paul Duong Van Huyen, Patricia Campbell, Soroush Shojai, Michael Mengel, Oriol Bestard, Nikolina Basic-Jukic, Ivana Jurić, Peter Boor, Lynn D. Cornell, Mariam P. Alexander, P. Toby Coates, Christophe Legendre, Peter P. Reese, Carmen Lefaucheur, Olivier Aubert, Alexandre Loupy

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COVID-19 pandemic and worldwide organ transplantation: a population-based study 由 Olivier Aubert, MD, Daniel Yoo, MPH, Dina Zielinski, PhD, Emanuele Cozzi, MD, Massimo Cardillo, MD, Michael Dürr, MD, Beatriz Domínguez-Gil, MD, Elisabeth Coll, MD, Margarida Ivo Da Silva, MD, Ville Sallinen, MD, Karl Lemström, MD, Karsten Midtvedt, MD, Camilo Ulloa, MD, Franz Immer, MD, Annemarie Weissenbacher, MD, Natalie Vallant, MD, Nikolina Basic-Jukic, MD, Kazunari Tanabe, MD, Georgios Papatheodoridis, PhD, Georgia Menoudakou, MSc, Martin Torres, MD, Carlos Soratti, MD, Daniela Hansen Krogh, Carmen Lefaucheur, MD, Gustavo Ferreira, MD, Helio Tedesco Silva, Jr, MD, David Hartell, MA, John Forsythe, MD, Lisa Mumford, MSc, Peter P Reese, MD, François Kerbaul, MD, Christian Jacquelinet, MD, Serge Vogelaar, MD, Vassilios Papalois, MD, Alexandre Loupy, MD

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Dynamic prediction of renal survival among deeply phenotyped kidney transplant recipients using artificial intelligence: an observational, international, multicohort study 由 Marc Raynaud, PhD, Olivier Aubert, MD, Gillian Divard, MD, Peter P Reese, ProfMD, Nassim Kamar, ProfMD, Daniel Yoo, MPH, Chen-Shan Chin, PhD, Élodie Bailly, MD, Matthias Buchler, ProfMD, Marc Ladrière, ProfMD, Moglie Le Quintrec, ProfMD, Michel Delahousse, ProfMD, Ivana Juric, MD, Nikolina Basic-Jukic, ProfMD, Marta Crespo, ProfMD, Helio Tedesco Silva, Jr, ProfMD, Kamilla Linhares, MD, Maria Cristina Ribeiro de Castro, ProfMD, Gervasio Soler Pujol, ProfMD, Jean-Philippe Empana, ProfMD, Camilo Ulloa, ProfMD, Enver Akalin, ProfMD, Georg Böhmig, ProfMD, Edmund Huang, MD, Mark D Stegall, ProfMD, Andrew J Bentall, ProfMD, Robert A Montgomery, ProfMD, Stanley C Jordan, ProfMD, Rainer Oberbauer, ProfMD, Dorry L Segev, ProfMD, John J Friedewald, ProfMD, Xavier Jouven, ProfMD, Christophe Legendre, ProfMD, Carmen Lefaucheur, ProfMD, Alexandre Loupy, ProfMD

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The role of donor hypertension and angiotensin II in the occurrence of early pancreas allograft thrombosis 由 Christophe Masset, Christophe Masset, Julien Branchereau, Julien Branchereau, Fanny Buron, Georges Karam, Georges Karam, Maud Rabeyrin, Karine Renaudin, Karine Renaudin, Florent Le Borgne, Lionel Badet, Xavier Matillon, Christophe Legendre, Denis Glotz, Corinne Antoine, Magali Giral, Magali Giral, Jacques Dantal, Jacques Dantal, Diego Cantarovich, Diego Cantarovich, DIVAT Consortium, Lionel Badet, Maria Brunet, Fanny Buron, Rémi Cahen, Ricardo Codas, Sameh Daoud, Valérie Dubois, Coralie Fournie, Arnaud Grégoire, Alice Koenig, Charlène Lévi, Emmanuel Morelon, Claire Pouteil-Noble, Maud Rabeyrin, Thomas Rimmelé, Olivier Thaunat, Gilles Blancho, Julien Branchereau, Diego Cantarovich, Agnès Chapelet, Jacques Dantal, Clément Deltombe, Lucile Figueres, Raphael Gaisne, Claire Garandeau, Magali Giral, Caroline Gourraud-Vercel, Maryvonne Hourmant, Georges Karam, Clarisse Kerleau, Delphine Kervella, Christophe Masset, Aurélie Meurette, Simon Ville, Christine Kandell, Anne Moreau, Karine Renaudin, Florent Delbos, Alexandre Walencik, Anne Devis, Lucile Amrouche, Dany Anglicheau, Olivier Aubert, Lynda Bererhi, Christophe Legendre, Alexandre Loupy, Frank Martinez, Arnaud Méjean, Rébecca Sberro-Soussan, Anne Scemla, Marc-Olivier Timsit, Julien Zuber, Gillian Divard, Carmen Lefaucheur, Denis Glotz

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