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Development and validation of a machine learning based prediction model for near-term in-hospital mortality among COVID-19 patients

OBJECTIVES: To develop and validate a model for prediction of near-term in-hospital mortality among COVID-19 patients by application of a machine learning (ML) algorithm on time-series in-patient data from electronic health records. METHODS: A cohort comprised of 567 COVID-19 patients at a large acu...

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Vydáno v:BMJ Support Palliat Care
Hlavní autoři: Parchure, Prathamesh, Joshi, Himanshu, Dharmarajan, Kavita, Freeman, Robert, Reich, David, Mazumdar, Madhu, Timsina, Prem, Kia, Arash
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8049537/
https://ncbi.nlm.nih.gov/pubmed/32963059
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/bmjspcare-2020-002602
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