Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

BACKGROUND: As more and more researchers are turning to big data for new opportunities of biomedical discoveries, machine learning models, as the backbone of big data analysis, are mentioned more often in biomedical journals. However, owing to the inherent complexity of machine learning methods, the...

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Bibliografiske detaljer
Udgivet i:J Med Internet Res
Main Authors: Luo, Wei, Phung, Dinh, Tran, Truyen, Gupta, Sunil, Rana, Santu, Karmakar, Chandan, Shilton, Alistair, Yearwood, John, Dimitrova, Nevenka, Ho, Tu Bao, Venkatesh, Svetha, Berk, Michael
Format: Artigo
Sprog:Inglês
Udgivet: JMIR Publications 2016
Fag:
Original Paper
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5238707/
https://ncbi.nlm.nih.gov/pubmed/27986644
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/jmir.5870
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