Author

Polina Georgiev

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Benjamin E. FreyiD· 1 shared Dan RoséniD· 1 shared David HolmbergiD· 1 shared Ebba BergmaniD· 1 shared Jonne RietdijkiD· 1 shared Jordi Carreras PuigvertiD· 1 shared Martin M. JohanssoniD· 1 shared Ola SpjuthiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Benjamin E. FreyORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Single-cell morphological profiling reveals insights into programmed cell death

Benjamin E. Frey, David Holmberg, Petter Bystrom, Ebba Bergman, Polina Georgiev, Martin M. Johansson, Patrick Hennig, Jonne Rietdijk, Dan Rosén, Jordi Carreras Puigvert, Ola Spjuth

The paper compares single-cell and aggregated morphological profiling to identify programmed cell death mechanisms, finding aggregated data performs better in supervised models.

Artificial Intelligence in the Life Sciences · Sep 23, 2026Peer-reviewedBioinformatics