Author

Elizabeth Keiser

University of California, San Francisco

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

Pathology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Garrett GaskinsiD· 1 shared Michael J. KeiseriD· 1 shared Mikio TadaiD· 1 shared Nicholas C. MewiD· 1 shared Sina GhandianiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 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 paperPathology

Garrett GaskinsORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Machine-learning convergent melanocytic morphology despite noisy archival slides

Mikio Tada, Garrett Gaskins, Sina Ghandian, Nicholas C. Mew, Michael J. Keiser, Elizabeth Keiser

This study develops deep-learning models to detect melanocytic atypia from H&E slides using complementary IHC stains, achieving high AUROC and AUPRC scores despite limited paired tissue data.

Cell Reports Methods · Oct 1, 2025Peer-reviewedPathology