Journal article : Review
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review
- Abstract:
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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
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- Files:
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(Preview, Version of record, pdf, 692.3KB, Terms of use)
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- Publisher copy:
- 10.1016/j.jclinepi.2023.03.012
Authors
Funding
Bibliographic Details
- 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:
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1878-5921
- ISSN:
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0895-4356
- Pmid:
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36935090
Item Description
- Language:
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English
- Keywords:
- Subtype:
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Review
- Pubs id:
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1333483
- Local pid:
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pubs:1333483
- Deposit date:
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2024-01-26
Terms of use
- Copyright holder:
- Dhiman et al
- Copyright date:
- 2023
- Rights statement:
- ©2023 The Author(s). Published by Elsevier Inc. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/ 4.0/).
- Licence:
- CC Attribution (CC BY)
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