Drug repositioning: a machine-learning approach through data integration

Francesco Napolitano, Yan Zhao, Vânia M. Moreira, Roberto Tagliaferri, Juha Kere, Mauro D'Amato, Dario Greco

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalJournal of Cheminformatics
Volume5
Issue numberArticle Number: 30
Number of pages9
ISSN1758-2946
DOIs
Publication statusPublished - 22 Jun 2013
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Drug repositioning
  • Connectivity map
  • CMap
  • ATC code
  • Mode of action
  • Machine learning
  • SVM
  • Integrative genomics
  • SMILES
  • Anthelmintics
  • Antineoplastic
  • Oxamniquine
  • Niclosamide
  • GENECHIP DATA
  • PROBE LEVEL
  • NICLOSAMIDE
  • DISCOVERY
  • CELLS
  • 317 Pharmacy
  • 116 Chemical sciences

Cite this

Napolitano, Francesco ; Zhao, Yan ; Moreira, Vânia M. ; Tagliaferri, Roberto ; Kere, Juha ; D'Amato, Mauro ; Greco, Dario. / Drug repositioning: a machine-learning approach through data integration. In: Journal of Cheminformatics. 2013 ; Vol. 5, No. Article Number: 30 .
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author = "Francesco Napolitano and Yan Zhao and Moreira, {V{\^a}nia M.} and Roberto Tagliaferri and Juha Kere and Mauro D'Amato and Dario Greco",
year = "2013",
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Drug repositioning: a machine-learning approach through data integration. / Napolitano, Francesco; Zhao, Yan; Moreira, Vânia M.; Tagliaferri, Roberto; Kere, Juha; D'Amato, Mauro; Greco, Dario.

In: Journal of Cheminformatics, Vol. 5, No. Article Number: 30 , 22.06.2013.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Drug repositioning: a machine-learning approach through data integration

AU - Napolitano, Francesco

AU - Zhao, Yan

AU - Moreira, Vânia M.

AU - Tagliaferri, Roberto

AU - Kere, Juha

AU - D'Amato, Mauro

AU - Greco, Dario

PY - 2013/6/22

Y1 - 2013/6/22

KW - Drug repositioning

KW - Connectivity map

KW - CMap

KW - ATC code

KW - Mode of action

KW - Machine learning

KW - SVM

KW - Integrative genomics

KW - SMILES

KW - Anthelmintics

KW - Antineoplastic

KW - Oxamniquine

KW - Niclosamide

KW - GENECHIP DATA

KW - PROBE LEVEL

KW - NICLOSAMIDE

KW - DISCOVERY

KW - CELLS

KW - 317 Pharmacy

KW - 116 Chemical sciences

U2 - 10.1186/1758-2946-5-30

DO - 10.1186/1758-2946-5-30

M3 - Article

VL - 5

JO - Journal of Cheminformatics

JF - Journal of Cheminformatics

SN - 1758-2946

IS - Article Number: 30

ER -