Author

Daphne Koller

Primary ORCID profile (0000-0002-2361-6479 · 7 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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

Same name, identified by ORCID

Daphne KolleriD7 papers · insitro, inc. (United States)

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexis BattleiD· 1 shared Emma Pierson· 1 shared GTEx Consortium· 1 shared Sara MostafaviiD· 1 shared

Activity by Year

2015-2015 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 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

Alexis BattleORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Sharing and specificity of co-expression networks across 35 human tissues

Emma Pierson, GTEx Consortium, Daphne Koller, Alexis Battle, Sara Mostafavi

The paper learns tissue-specific gene regulatory networks for 35 human tissues using a transfer learning approach, showing that tissue-specific transcription factors are hubs and genes with tissue-specific functions are at network peripheries.

PLOS Computational Biology · May 13, 2015Peer-reviewedBioinformatics