Author

John R. Kitchin

Carnegie Mellon UniversityORCID 0000-0003-2625-9232Unclaimed 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:clustering· 1 Research Focus:database / resource· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

C. S. M. BilynskyiD· 1 shared Chloe BrowniD· 1 shared Elizabeth C. WayneiD· 1 shared Melanie A. GaineyiD· 1 shared Sarah YoungiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioengineering

C. S. M. BilynskyORCID

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1 paper

Recent·Most cited

BioengineeringPLoS ONEPeer-reviewedJun 18, 2024

Meta-analysis of macrophage nanoparticle targeting across blood and solid tumors using an eLDA Topic modeling Machine Learning approach

Chloe Brown, C. S. M. Bilynsky, Melanie A. Gainey…·Elizabeth C. Wayne

This study uses topic modeling to analyze nanoparticle targeting of macrophages in tumors over 20 years, identifying 6 topics and trends in nanoparticle usage and therapeutic strategies.

1 citation

machine learning (classical)benchmarking

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