Author

Hyoseok Lee

Agricultural Research ServiceORCID 0000-0002-7859-9127Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:imaging· 1 Organism:plant (other)· 1 Approach:simulation· 1

Frequent Co-Authors

Christian NanseniD· 1 shared Mohsen B. MesgaraniD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Christian NansenORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 29, 2024

EXPERIMENTAL DESIGN ISSUES ASSOCIATED WITH CLASSIFICATIONS OF HYPERSPECTRAL IMAGING DATA

Christian Nansen, Hyoseok Lee, Mohsen B. Mesgaran

The paper identifies and addresses two experimental design issues in hyperspectral imaging classification: the 'small N, large P' problem and lack of independent validation data, proposing a method to improve model reliability.

DOI 10.1101/2024.08.29.610395

plant (other)imaging

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