The Clinician and Dataset Shift in Artificial Intelligence

Finlayson, S. G., Subbaswamy, A., Singh, K., Bowers, J., Kupke, A., Zittrain, J., Kohane, I. S., et al. (2021). The Clinician and Dataset Shift in Artificial Intelligence. New England Journal of Medicine, 385(3), 283-286.

Type

Journal article

Intellectual base

Primary research

Year

2021

DOI

10.1056/nejmc2104626

Link

https://doi.org/10.1056/NEJMc2104626

Cited from

data_science

Cited by

1 citation across 1 artifact.

Each citation links to the sentence it supports in the citing article.

Primes

• Data Drift
  • In clinical medicine, diagnostic models, dosing rules, and guidelines calibrated on one patient population drift as patient mix, comorbidity profiles, and treatment contexts evolve.

    This sourceDescribes how clinical models and guidelines drift as patient mix, comorbidity profiles, and treatment contexts evolve.

Verification

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