Author

Hans-Michael Muller

California Institute of TechnologyORCID 0000-0003-1036-3051Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:machine learning (classical)· 2 Research Focus:benchmarking· 1 Organism:C. elegans· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:database / resource· 1 Research Focus:differential expression· 1 Organism:Drosophila· 1

Frequent Co-Authors

Christopher J. TaboneiD· 2 shared Daniela RacitiiD· 2 shared Kimberly M. Van AukeniD· 2 shared Paul W. SternbergiD· 2 shared Valerio ArnaboldiiD· 2 shared A. Jordan WrightiD· 1 shared Aaron M. ZorniD· 1 shared Adam C GibsoniD· 1 shared

Activity by Year

2023-2025 · 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

2 shared papersBioinformatics

Christopher J. TaboneORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsDatabasePeer-reviewedJan 1, 2025

Characterization and automated classification of sentences in the biomedical literature: a case study for biocuration of gene expression and protein kinase activity

Daniela Raciti, Kimberly M. Van Auken, Valerio Arnaboldi…·Paul W. Sternberg

The paper develops sentence classification models to identify biocuration-relevant sentences for gene expression and protein kinase activity from scientific literature, achieving high F1 scores with GPT and BioBERT.

4 citations

proteomicsmachine learning (classical)

𝕏 PostBluesky

BioinformaticsbioRxivPreprintNov 20, 2023

Updates to the Alliance of Genome Resources Central Infrastructure

Suzi Aleksander, Anna V. Anagnostopoulos, Giulia Antonazzo…·Aaron M. Zorn

The paper updates the Alliance of Genome Resources' central infrastructure, adding tools and enhancing data management and curation capabilities.

3 citations

yeastC. elegans

𝕏 PostBluesky