Author

Jacob Calvert

ORCID 0000-0001-7301-8090Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Abigail Green‐SaxenaiD· 1 shared Angier O. AlleniD· 1 shared Anna Lynn-Palevsky· 1 shared Christopher Barton· 1 shared David W. ShimabukuroiD· 1 shared Emily PellegriniiD· 1 shared Grant Fletcher· 1 shared Hamid Mohamadlou· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Abigail Green‐SaxenaORCID

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1 paper

Recent·Most cited

BioinformaticsHealth Informatics JournalPeer-reviewedDec 30, 2019

Multicenter validation of a machine learning algorithm for 48 hour all-cause mortality prediction

Hamid Mohamadlou, Saarang Panchavati, Jacob Calvert…·Ritankar Das

This paper validates a machine learning algorithm for predicting 48-hour all-cause mortality across multiple centers, showing high AUROC values compared to qSOFA and MEWS.

20 citations

electronic health recordsmachine learning (classical)

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