Author

Martin G. Seneviratne

Stanford UniversityORCID 0000-0003-0435-3738Unclaimed 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:cell type annotation· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Borim RyuiD· 1 shared George M. HripcsakiD· 1 shared Juan M. BandaiD· 1 shared Mehr KashyapiD· 1 shared Nigam Haresh ShahiD· 1 shared Sooyoung YooiD· 1 shared Thomas FalconeriD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Borim RyuORCID

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1 paper

Recent·Most cited

BioinformaticsJournal of the American Medical Informatics AssociationPeer-reviewedMar 12, 2020

Development and Validation of Phenotype Classifiers across Multiple Sites in the Observational Health Sciences and Informatics (OHDSI) Network

Mehr Kashyap, Martin G. Seneviratne, Juan M. Banda…·Nigam Haresh Shah

The paper develops and validates phenotype classifiers across multiple sites using machine learning, showing good portability within the US but limited international generalizability.

23 citations

electronic health recordsstatistical model

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