Author

Joseph Michaud

Agricultural Research ServiceORCID 0000-0002-0690-6618Unclaimed 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:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Andrea NardiniiD· 1 shared Anirban GuhaiD· 1 shared Anna LintuneniD· 1 shared Ari LauréniD· 1 shared Arne ScheireiD· 1 shared Barbara BeikircheriD· 1 shared Bernhard SchuldtiD· 1 shared Carolina A. TorresiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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1 shared paperPlant Biology

Andrea NardiniORCID

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2 papers

Recent·Most cited

Beyond air-seeding: Dynamic, multiphase interactionsreveal a two-step mechanism of embolism propagation inangiosperm xylem

Steven Jansen, Lucian Kaack, Mutez A. Ahmed, Barbara Beikircher, Paulo Bittencourt, Renjie Chen, Jaume Flexas, Sean M. Gleason, Anirban Guha, Patrick Heuret, T. Hölttä, Stephen Ingram, Xiuping Jiang, Palasiah Jotan, Radek Jupa, , H. Jochen Schenk

This paper identifies a two-step mechanism of embolism propagation in angiosperm xylem, involving bubble generation and embolism formation as distinct processes.

bioRxiv · Aug 6, 2026 · PreprintPlant Biology

Rating Pome Fruit Quality Traits Using Deep Learning and Image Processing

Nhan H. Nguyen, Joseph Michaud, René Mogollón, Huiting Zhang, Heidi L. Hargarten, Rachel S. Leisso, Carolina A. Torres, Loren A. Honaas, Stephen Patrick Ficklin

Granny uses deep learning and image processing to rate pome fruit quality traits, reducing rater bias and improving resolution while maintaining compatibility with existing standards.

Plant Direct · Oct 1, 2024Peer-reviewedPlant Biology