Correction Notice: Mutations in CSF1R and Other Receptor Tyrosine Kinases Associated with Histiocytic Neoplasms
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By
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Benjamin H. Durham
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Estibaliz Lopez Rodrigo
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Jennifer Picarsic
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David Abramson
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Veronica Rotemberg
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Steven De Munck
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Erwin Pannecoucke
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Sydney X. Lu
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Alessandro Pastore
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Akihide Yoshimi
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Diana Mandelker
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Ozge Ceyhan-Birsoy
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Gary A. Ulaner
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Michael Walsh
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Mariko Yabe
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Kseniya Petrova-Drus
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Maria E. Arcila
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Marc Ladanyi
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David B. Solit
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Michael F. Berger
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David M. Hyman
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Mario E. Lacouture
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Caroline Erickson
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Ruth Saganty
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Michelle Ki
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Ira J. Dunkel
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Vicente Santa-María López
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Jaume Mora
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Julien Haroche
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Jean-Francois Emile
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Olivier Decaux
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Frederic Geissmann
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Savvas N. Savvides
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Alexander Drilon
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Eli L. Diamond
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Omar Abdel-Wahab
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September 1, 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.”
