Author

Osamu Ichikawa

Sumitomo Dainippon Pharma (Japan)

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· 2

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 2 Assay:electronic health records· 2 Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Benjamin Scott GlicksbergiD· 2 shared Joel T. DudleyiD· 2 shared Li LiiD· 2 shared Brian A. KiddiD· 1 shared Hao-Chih LeeiD· 1 shared Noga C. MinskyiD· 1 shared Rong CheniD· 1 shared Shuyu Dan LiiD· 1 shared

Activity by Year

2017-2019 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 24 mutual co-author links

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2 shared papersBioinformatics

Benjamin Scott GlicksbergORCID

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2 papers

Recent·Most cited

Identification and genetic validation of drug-comorbidity interactions in type 2 diabetes using data-driven disease trajectory analysis

Osamu Ichikawa, Benjamin Scott Glicksberg, Noga C. Minsky, Hao-Chih Lee, Shuyu Dan Li, Rong Chen, Li Li, Joel T. Dudley

This study identifies drug-comorbidity interactions in T2D using EMR data and genetic validation, finding protective effects of certain drugs against comorbidities.

bioRxiv · Oct 22, 2019 · PreprintBioinformatics

Learning and Mapping Lyme Disease Patient Trajectories from Electronic Medical Data for Stratification of Disease Risk and Therapeutic Response

Osamu Ichikawa, Benjamin Scott Glicksberg, Brian A. Kidd, Li Li, Joel T. Dudley

The paper uses machine learning on electronic medical records to identify comorbidities and medications associated with Lyme disease and its treatment outcomes.

bioRxiv · Dec 23, 2017 · PreprintBioinformatics