Advancing the beneficial use of machine learning in health care and medicine: Toward a community understanding
- PMID: 30500811
- PMCID: PMC6267950
- DOI: 10.1371/journal.pmed.1002708
Advancing the beneficial use of machine learning in health care and medicine: Toward a community understanding
Conflict of interest statement
The authors' individual competing interests are at http://journals.plos.org/plosmedicine/s/staff-editors. PLOS is funded partly through manuscript publication charges, but the PLOS Medicine Editors are paid a fixed salary (their salaries are not linked to the number of papers published in the journal).
References
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- Schulam P, Saria S. Reliable decision support using counterfactual models. In: Guyon I, Luxburg UV, Bengio S, Wallach H, Fergus R, Vishwanathan S, Garnett R, editors. Advances in Neural Information Processing Systems 30; 2017. p. 1697–1708.
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- Subbaswamy A, Saria S. Counterfactual Normalization: Proactively Addressing Dataset Shift Using Causal Mechanisms. Uncertainty in Artificial Intelligence; 2018. p. 947–957. Available from: https://arxiv.org/abs/1808.03253
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