Detecting hospital-acquired infections: A document classification approach using support vector machines and gradient tree boosting

Claudia Ehrentraut, Markus Ekholm, Hideyuki Tanushi, Jörg Tiedemann, Hercules Dalianis

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalHealth informatics journal.
Volume24
Issue number1
Pages (from-to)24-42
Number of pages19
ISSN1460-4582
DOIs
Publication statusPublished - Mar 2018
MoE publication typeA1 Journal article-refereed

Fields of Science

  • clinical decision-making
  • databases and data mining
  • ehealth
  • electronic health records
  • secondary care
  • CARE-ASSOCIATED INFECTIONS
  • AUTOMATED SURVEILLANCE
  • 6121 Languages
  • 113 Computer and information sciences
  • 3141 Health care science

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