Author

Melanie A. Gainey

Carnegie Mellon UniversityORCID 0000-0002-4782-9647Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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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 John R. KitchiniD· 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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