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Machine-learning prediction of cancer survival: a retrospective study using electronic administrative records and a cancer registry

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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 Venkatesh
Using 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.

History

Journal

BMJ open

Volume

4

Issue

3

Article number

e004007

Pagination

1 - 7

Publisher

BMJ Group

Location

London, England

eISSN

2044-6055

Language

eng

Publication classification

C Journal article; C1 Refereed article in a scholarly journal

Copyright notice

2014, BMJ Group