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Machine-learning prediction of cancer survival: a retrospective study using electronic administrative records and a cancer registry
journal contribution
posted on 2014-01-01, 00:00 authored by Sunil GuptaSunil Gupta, Truyen TranTruyen Tran, Wei LuoWei Luo, Quoc-Dinh Phung, Lee KennedyLee Kennedy, A Broad, D Campbell, D Kipp, M Singh, Mustafa Khasraw, L Matheson, David Ashley, Svetha VenkateshSvetha VenkateshUsing the prediction of cancer outcome as a model, we have tested the hypothesis that through analysing routinely collected digital data contained in an electronic administrative record (EAR), using machine-learning techniques, we could enhance conventional methods in predicting clinical outcomes.
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Journal
BMJ openVolume
4Issue
3Article number
e004007Pagination
1 - 7Publisher
BMJ GroupLocation
London, EnglandPublisher DOI
eISSN
2044-6055Language
engPublication classification
C Journal article; C1 Refereed article in a scholarly journalCopyright notice
2014, BMJ GroupUsage metrics
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