Author

Michelle L. Berger

Jackson LaboratoryORCID 0000-0002-6679-6756Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Cathleen M. LutziD· 1 shared Gautam S. SabnisiD· 1 shared Matthew SimoniD· 1 shared Vivek KumariD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Cathleen M. LutzORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintSep 25, 2026

An automated machine vision-based index for Rett Syndrome provides a generalizable framework for modeling rare disease therapeutics

Michelle L. Berger, Matthew Simon, Gautam S. Sabnis…·Vivek Kumar

This paper develops an automated machine vision-based index for Rett Syndrome that improves preclinical phenotyping by detecting disease-relevant behaviors and reducing animal use.

DOI 10.64898/2026.09.21.753377

mouseimaging

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