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Journal article

Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved

Abstract:

Objective
Evaluate the completeness of reporting of prognostic prediction models developed using machine learning methods in the field of oncology.
Study design and setting
We conducted a systematic review, searching the MEDLINE and Embase databases between 01/01/2019 and 05/09/2019, for non-imaging studies developing a prognostic clinical prediction model using machine learning methods (as defined by primary study authors) in oncology. We us... Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1016/j.jclinepi.2021.06.024

Authors


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National Institute for Health Research More from this funder
Publisher:
Elsevier Publisher's website
Journal:
Journal of Clinical Epidemiology Journal website
Volume:
138
Pages:
60-72
Publication date:
2021-06-29
Acceptance date:
2021-06-25
DOI:
EISSN:
1878-5921
ISSN:
0895-4356
Pmid:
34214626
Language:
English
Keywords:
Pubs id:
1185873
Local pid:
pubs:1185873
Deposit date:
2021-10-29

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