Author

Logan Elliott

Missouri University of Science and Technology

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

Biology Disciplines

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Bioinformatics· 1 Genetics· 1

Signature Assays, Organisms & Methods

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Organism:C. elegans· 2 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Andrea ScharfiD· 2 shared Alexis Ham· 1 shared Donald Wunsch· 1 shared Elizabeth Bone· 1 shared Galayna Baur· 1 shared Heather Moore· 1 shared Molly Ripper· 1 shared Nazish Khalid· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 21 mutual co-author links

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2 shared papersGenetics

Andrea ScharfORCID

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2 papers

Recent·Most cited

Diapause and Developmental Arrest as Drivers of Population Resilience Through Stress

Galayna Baur, Elizabeth Bone, Heather Moore, Logan Elliott, Alexis Ham, Molly Ripper, Andrea Scharf

This study examines how dauer formation and L1 arrest in C. elegans affect population resilience under stress, showing that daf-16 and daf-22 mutants have different recovery abilities and stage distributions compared to wild type.

bioRxiv · Jul 20, 2026 · PreprintGenetics

Few-Shot Classification of C. elegans Developmental Stages via Explainable Hierarchical Hyperbolic Graph Embeddings

Nazish Khalid, Logan Elliott, Tayo Obafemi-Ajayi, Donald Wunsch, Andrea Scharf

HyperDev uses hyperbolic geometry to classify C. elegans developmental stages with few labeled examples, achieving high accuracy and biological alignment.

bioRxiv · Jun 22, 2026 · PreprintBioinformatics