Gradient Boosted Decision Tree Classification of Endophthalmitis Versus Uveitis and Lymphoma from Aqueous and Vitreous IL-6 and IL-10 Levels.

Journal: Journal of ocular pharmacology and therapeutics : the official journal of the Association for Ocular Pharmacology and Therapeutics
PMID: 28157416

Abstract

PURPOSE: To investigate the effectiveness of gradient boosting to classify endophthalmitis versus uveitis and lymphoma by intraocular cytokine levels.

Authors

  • David E Kuo
    1 Laboratory of Immunology, National Eye Institute, National Institutes of Health , Bethesda, Maryland.
  • Maggie M Wei
    1 Laboratory of Immunology, National Eye Institute, National Institutes of Health , Bethesda, Maryland.
  • Karen R Armbrust
    1 Laboratory of Immunology, National Eye Institute, National Institutes of Health , Bethesda, Maryland.
  • Jared E Knickelbein
    1 Laboratory of Immunology, National Eye Institute, National Institutes of Health , Bethesda, Maryland.
  • Ian Y L Yeung
    1 Laboratory of Immunology, National Eye Institute, National Institutes of Health , Bethesda, Maryland.
  • Robert B Nussenblatt
    1 Laboratory of Immunology, National Eye Institute, National Institutes of Health , Bethesda, Maryland.
  • Chi-Chao Chan
    1 Laboratory of Immunology, National Eye Institute, National Institutes of Health , Bethesda, Maryland.
  • Hatice Nida Sen
    1 Laboratory of Immunology, National Eye Institute, National Institutes of Health , Bethesda, Maryland.

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