Author

Alexander D. Kravetz

ORCID 0000-0003-3450-2650Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Christopher A. HaneiD· 1 shared Darshak M. SanghaviiD· 1 shared David C. Martin· 1 shared Vijay S. NoriiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Christopher A. HaneORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS ONEPeer-reviewedJul 5, 2019

Identifying incident dementia by applying machine learning to a very large administrative claims dataset

Vijay S. Nori, Christopher A. Hane, David C. Martin…·Darshak M. Sanghavi

The paper uses machine learning on a large administrative claims dataset to predict incident dementia 4-5 years in advance, achieving an AUC of 0.693.

59 citationstop 4%

electronic health recordsmachine learning (classical)

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