Author

Patrick Möhl

Lancaster UniversityORCID 0000-0002-5058-8135Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Organism:plant (other)· 1

Frequent Co-Authors

Abraham George SmithiD· 1 shared Anand SeethepalliiD· 1 shared Eusun HaniD· 1 shared Jens PeterseniD· 1 shared Kristian Thorup‐KristenseniD· 1 shared Kyriaki Boulata· 1 shared Larry M. YorkiD· 1 shared Sotiris LamprinidisiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperPlant Biology

Abraham George SmithORCID

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1 paper

Recent·Most cited

Plant BiologybioRxivPreprintFeb 19, 2026

Transformers Outperform ConvNets for Root Segmentation: A Systematic Comparison Across Nine Datasets

Abraham George Smith, Sotiris Lamprinidis, Anand Seethepalli…·Jens Petersen

The paper compares Transformer and ConvNet models for root segmentation across nine datasets, finding Transformers significantly outperform ConvNets in accuracy and root-diameter agreement.

DOI 10.64898/2026.02.18.706562

plant (other)imaging

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