Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks

Joshua Lemmon, Lin Lawrence Guo, Ethan Steinberg, Keith E. Morse, Scott Lanyon Fleming, Catherine Aftandilian, Stephen R. Pfohl, José D. Posada, Nigam Shah, Jason Alan Fries, Lillian Sung. Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks. JAMIA, 30(12):2004-2011, November 2023. [doi]

Authors

Joshua Lemmon

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Lin Lawrence Guo

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Ethan Steinberg

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Keith E. Morse

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Scott Lanyon Fleming

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Catherine Aftandilian

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Stephen R. Pfohl

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José D. Posada

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Nigam Shah

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Jason Alan Fries

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Lillian Sung

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