Author

Stefan M. Keller

Every paper listing this name carries an ORCID.

Identified by ORCID

Stefan M. KelleriD2 papers · University of California, Davis

Biology Disciplines

Click to filter author papers

Bioinformatics· 1 Immunology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:drug response / drug discovery· 1 Organism:fungi (other)· 1 Assay:imaging· 1 Organism:rat· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Andrew H. SongiD· 1 shared Andrew ZhangiD· 1 shared Christine GoepfertiD· 1 shared Drew F. K. WilliamsoniD· 1 shared Faisal MahmoodiD· 1 shared Guillaume JaumeiD· 1 shared Haiyang ChangiD· 1 shared Javier AsíniD· 1 shared

Activity by Year

2024-2024 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 29 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

Andrew H. SongORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Single cell RNA-sequencing of feline peripheral immune cells with V(D)J repertoire and cross species analysis of T lymphocytes

Raneesh Ramarapu, Judit Magnusson Wulcan, Haiyang Chang, Peter F. Moore, William Vernau, Stefan M. Keller

This study uses single-cell RNA-sequencing and V(D)J repertoire analysis to characterize feline immune cell subsets and compare them across species.

Frontiers in Immunology · Nov 14, 2024Peer-reviewedImmunology

Deep Learning-based Modeling for Preclinical Drug Safety Assessment

Guillaume Jaume, Simone de Brot, Andrew H. Song, Drew F. K. Williamson, Lukas Oldenburg, Andrew Zhang, Richard J. Chen, Javier Asín, Sohvi Blatter, Martina Dettwiler, Christine Goepfert, Llorenç Grau‐Roma, Sara Soto, Stefan M. Keller, Sven Rottenberg, , Faisal Mahmood

This paper introduces TRACE, a deep learning model for automated liver histopathology assessment in preclinical drug safety, achieving higher concordance than pathologists in lesion scoring and dose-response analysis.

bioRxiv · Jul 20, 2024 · PreprintBioinformatics