Author

Juan M. Banda

Georgia State UniversityORCID 0000-0001-8499-824XUnclaimed 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· 2 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Borim RyuiD· 1 shared George M. HripcsakiD· 1 shared Javad Rafiei AsliD· 1 shared Martin G. SeneviratneiD· 1 shared Mehr KashyapiD· 1 shared Nigam Haresh ShahiD· 1 shared Ramya TekumallaiD· 1 shared Sooyoung YooiD· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 22 mutual co-author links

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1 shared paperBioinformatics

Borim RyuORCID

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2 papers

Recent·Most cited

BioinformaticsProceedings of the International AAAI Conference on Web and Social MediaPeer-reviewedMay 26, 2020

Mining Archive.org's Twitter Stream Grab for Pharmacovigilance Research Gold

Ramya Tekumalla, Javad Rafiei Asl, Juan M. Banda

The paper demonstrates mining 9.4 billion tweets from archive.org for pharmacovigilance research using a drug-term dictionary and machine learning models to filter relevant tweets.

13 citationstop 1%

statistical modelbenchmarking

𝕏 PostBluesky

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

𝕏 PostBluesky