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The reproducibility crisis in the age of digital medicine.

作者信息

Stupple Aaron, Singerman David, Celi Leo Anthony

机构信息

1Baystate Medical Center, Springfield, MA USA.

2Beth Israel Deaconess Medical Center, Boston, MA USA.

出版信息

NPJ Digit Med. 2019 Jan 29;2:2. doi: 10.1038/s41746-019-0079-z. eCollection 2019.

DOI:10.1038/s41746-019-0079-z
PMID:31304352
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6550262/
Abstract
摘要

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本文引用的文献

[1]
The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data.

PLoS One. 2019-1-15

[2]
Guidelines for reinforcement learning in healthcare.

Nat Med. 2019-1

[3]
Control of Confounding and Reporting of Results in Causal Inference Studies. Guidance for Authors from Editors of Respiratory, Sleep, and Critical Care Journals.

Ann Am Thorac Soc. 2019-1

[4]
What does research reproducibility mean?

Sci Transl Med. 2016-6-1

[5]
1,500 scientists lift the lid on reproducibility.

Nature. 2016-5-26

[6]
Peer review: Troubled from the start.

Nature. 2016-4-21

[7]
Reproducibility: A tragedy of errors.

Nature. 2016-2-4

[8]
The Use of Superlatives in Cancer Research.

JAMA Oncol. 2016-1

[9]
PSYCHOLOGY. Estimating the reproducibility of psychological science.

Science. 2015-8-28

[10]
Puzzlingly High Correlations in fMRI Studies of Emotion, Personality, and Social Cognition.

Perspect Psychol Sci. 2009-5

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