Journal article icon

Journal article : Review

Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review

Abstract:
Objectives
In biomedical research, spin is the overinterpretation of findings, and it is a growing concern. To date, the presence of spin has not been evaluated in prognostic model research in oncology, including studies developing and validating models for individualized risk prediction.
Study Design and Setting
We conducted a systematic review, searching MEDLINE and EMBASE for oncology-related studies that developed and validated a prognostic mo... Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed

Actions


Access Document


Publisher copy:
10.1016/j.jclinepi.2023.03.012

Authors


More by this author
Institution:
University of Oxford
Division:
MSD
Department:
NDORMS
Sub department:
Botnar Research Centre
Role:
Author
ORCID:
0000-0002-0989-0623
More by this author
Role:
Author
ORCID:
0000-0002-7745-2887
More by this author
Role:
Author
ORCID:
0000-0002-3301-8085
More by this author
Role:
Author
ORCID:
0000-0003-0236-9015
Publisher:
Elsevier
Journal:
Journal of Clinical Epidemiology More from this journal
Volume:
157
Pages:
P120-133
Place of publication:
United States
Publication date:
2023-03-17
Acceptance date:
2023-03-14
DOI:
EISSN:
1878-5921
ISSN:
0895-4356
Pmid:
36935090
Language:
English
Keywords:
Subtype:
Review
Pubs id:
1333483
Local pid:
pubs:1333483
Deposit date:
2024-01-26

Terms of use


Views and Downloads






If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP