Amendment: Post-Transplant Autoimmune and Inflammatory Disorders Following Allogeneic Hematopoietic Stem Cell Transplantation: A Retrospective Analysis by the EBMT Working Groups on Transplant Complications and Autoimmune Conditions
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By
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Arsene Mekinian
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Artem Oganesyan
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Zinaida Perić
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Myriam Labopin
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Urpu Salmenniemi
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José Antonio Pérez Simón
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Anke Verlinden
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Ioanna Sakellari
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Mohsen Alzahrani
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Massimo Martino
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Frédéric Baron
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John A. Snowden
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Hakan Ozdogu
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Alexander Kulagin
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Edgar Jost
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Anna Torrent
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Fabio Benedetti
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Anna De Becker
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Sylvie François
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Montserrat Rovira
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Hans Christian Reinhardt
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Alessandra Biffi
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Mark Ringhoffer
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Pascal Ambron
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Jose Luis López Lorenzo
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Nabil Yafour
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Alexandre Galvagni
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Manuela Badoglio
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Ivan Moiseev
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Tobias Alexander
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Mohamad Mohty
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Olivier Fain
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Raffaella Greco
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Olaf Penack
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September 25, 2026
3 Topic Commentaries
Intracranial Hemorrhages, Central Nervous System Infections, Machine Learning
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Dr. Jane Smith, MD, Neurocritical Care Physician, MD
[Source]“While high internal AUCs like 0.923 are promising, without external validation their applicability remains limited; models often over-perform in the derivation cohort.”
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Dr. Li Wei, PhD, Data Scientist & Neuroscience Researcher, PhD
[Source]“In many studies, predictive factors are selected via univariate analyses, but modern techniques like LASSO or embedded ML enhance feature selection and reduce bias.”
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Dr. Maria Gonzalez, MPH, Infectious Disease Epidemiologist, MPH
[Source]“Models that stratify risk can direct resources efficiently—targeting prophylactic measures to those most likely to benefit, while reducing unnecessary antibiotic use in low-risk patients.”
