Amendment: Outcomes of Transplantation in Acute Lymphoblastic Leukemia with Philadelphia Chromosome and Additional Cytogenetic Abnormalities: Research by the Acute Leukemia Working Party of the European Society for Blood and Marrow Transplantation
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By
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Arnon Nagler
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Jordi Esteve
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Jacques-Emmanuel Galimard
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Depei Wu
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Erlie Jiang
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Nathalie Dhedin
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Anne Sirvent
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Jan Vydra
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Jakob Passweg
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Bruno Lioure
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Jaime Sanz
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Jurjen Versluis
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Yajing Xu
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Cristina Castilla-Llorente
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Rodrigo Martino Bufarull
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Victoria Potter
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Nour Ben Abdeljelil
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Eolia Brissot
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Ali Bazarbachi
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Bipin Savani
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Sebastian Giebel
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Mohamad Mohty
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Fabio Ciceri
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August 31, 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.”
