Author

Elham Gorgannejad

University of ManitobaORCID 0009-0001-6375-0429Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:graph neural network· 1 Assay:metagenomics· 1 Organism:plant (other)· 1 Research Focus:protein folding & dynamics· 1 Approach:transformer / foundation model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Alex Chun-Te Ko· 1 shared Catherine Rui Jin FindlayiD· 1 shared Jitendra PaliwaliD· 1 shared Mohammad NadimiiD· 1 shared Pankaj BhowmikiD· 1 shared Qian LiuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioengineering

Alex Chun-Te Ko

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1 paper

Recent·Most cited

Generalizable Cysteine Quantification in Pea Cultivars from SERS Spectra Using AI

Elham Gorgannejad, Qian Liu, Catherine Rui Jin Findlay, Mohammad Nadimi, Alex Chun-Te Ko, Pankaj Bhowmik, Jitendra Paliwal

The paper uses AI to quantify cysteine in pea cultivars from SERS spectra, finding that a 1D-CNN outperforms other models in accuracy and generalization.

Smart Agricultural Technology · Sep 8, 2026Peer-reviewedBioengineering