Artificial Intelligence

Do no harm: a roadmap for responsible machine learning for health care

Posted on 21 August 2019

A perspective piece recently published in Nature outlines some guidelines for accelerating the translation of machine learning-based interventions in health care.

Source: https://www.nature.com/articles/s41591-019-0548-6

It stresses the importance of engaging relevant stakeholders early in the process and the increasing need for developers to work as interdisciplinary teams including health-system leaders, frontline providers and patients to understand and appropriately address the nuances and potential biases lurking in health data, before deploying solutions.


References

  1. Wiens, J., Saria, S., Sendak, M. et al. Do no harm: a roadmap for responsible machine learning for health care. Nat Med 25, 1337–1340 (2019). https://doi.org/10.1038/s41591-019-0548-6
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