Author

Scott Valena

Ellison Medical InstituteORCID 0000-0002-9353-2000Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Abigail Coleman· 1 shared Benedikt Vilji Magnússon· 1 shared Brandon Choi· 1 shared Eileen FungiD· 1 shared Einar Bjarki GunnarssoniD· 1 shared Elizabeth EltoniD· 1 shared Hanaa Knaneh-Monem· 1 shared Jasmine FooiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Abigail Coleman

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1 paper

Recent·Most cited

Systematic modeling of phenotypic drug response profiles inpatient-derived organoids

Seungil Kim, Einar Bjarki Gunnarsson, Michael E. Doche, Yuyuan Zhou, Yukai Huang, Scott Valena, Pratiksha Kshetri, Elizabeth Elton, Nolan M. Ung, Abigail Coleman, Benedikt Vilji Magnússon, Niki Torab, Lara Papasian, Brandon Choi, Eileen Fung, , Shannon M. Mumenthaler

The paper introduces SCOPE, a method using AI and time-lapse imaging to classify drug responses in organoids into four phenotypic groups, identifying new drug effects and therapeutic uses.

bioRxiv · Jul 31, 2026 · PreprintBioengineering