Ethical Considerations Related to Using Machine Learning-Based Prediction of Mortality in the Pediatric Intensive Care Unit

Kelly N. Michelson; Craig M. Klugman; Abel N. Kho; Sara Gerke

doi:10.1016/j.jpeds.2021.12.069

Ethical Considerations Related to Using Machine Learning-Based Prediction of Mortality in the Pediatric Intensive Care Unit

Kelly N. Michelson, Craig M. Klugman, Abel N. Kho, Sara Gerke

Research output: Contribution to journal › Article › peer-review

Original language	English (US)
Pages (from-to)	125-128
Number of pages	4
Journal	Journal of Pediatrics
Volume	247
DOIs	https://doi.org/10.1016/j.jpeds.2021.12.069
State	Published - Aug 2022

All Science Journal Classification (ASJC) codes

Pediatrics, Perinatology, and Child Health

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10.1016/j.jpeds.2021.12.069

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@article{53959e480c454899bf93c5cf64cd41ab,

title = "Ethical Considerations Related to Using Machine Learning-Based Prediction of Mortality in the Pediatric Intensive Care Unit",

author = "Michelson, {Kelly N.} and Klugman, {Craig M.} and Kho, {Abel N.} and Sara Gerke",

note = "Funding Information: Sources of financial assistance and potential conflicts of interest: K.M. received funding from the National Palliative Care Research Center and the National Institutes of Health for unrelated work. A.K. is a strategic advisor to Datavant unrelated to this work. The authors declare no conflicts of interest. ",

year = "2022",

month = aug,

doi = "10.1016/j.jpeds.2021.12.069",

language = "English (US)",

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AU - Michelson, Kelly N.

AU - Klugman, Craig M.

AU - Kho, Abel N.

AU - Gerke, Sara

N1 - Funding Information: Sources of financial assistance and potential conflicts of interest: K.M. received funding from the National Palliative Care Research Center and the National Institutes of Health for unrelated work. A.K. is a strategic advisor to Datavant unrelated to this work. The authors declare no conflicts of interest.

PY - 2022/8

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U2 - 10.1016/j.jpeds.2021.12.069

DO - 10.1016/j.jpeds.2021.12.069

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AN - SCOPUS:85124236889

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VL - 247

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JO - Journal of Pediatrics

JF - Journal of Pediatrics

ER -

Ethical Considerations Related to Using Machine Learning-Based Prediction of Mortality in the Pediatric Intensive Care Unit

All Science Journal Classification (ASJC) codes

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