Author

David C. Martin

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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

Alexander D. KravetziD· 1 shared Christopher A. HaneiD· 1 shared Darshak M. SanghaviiD· 1 shared Vijay S. NoriiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Alexander D. KravetzORCID

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1 paper

Recent·Most cited

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

Vijay S. Nori, Christopher A. Hane, David C. Martin, Alexander D. Kravetz, 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.

PLoS ONE · Jul 5, 2019Peer-reviewedBioinformatics