Author

Joshua D. Guthrie

University of AlbertaORCID 0000-0002-5160-5363Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:human· 1

Frequent Co-Authors

Daniel A. CharleboisiD· 1 shared Shamanth Adekhandi ShankarnarayaniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperMicrobiology

Daniel A. CharleboisORCID

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1 paper

Recent·Most cited

MicrobiologyScientific ReportsPeer-reviewedApr 18, 2026

Peering Inside the Black Box: Explainable AI to Interpret Advanced Computer Vision Fungal Pathogen Prediction

Joshua D. Guthrie, Shamanth Adekhandi Shankarnarayan, Daniel A. Charlebois

The paper trains AI models to identify fungal pathogens from microscopy images and uses explainable AI to reveal the features influencing predictions.

7 citationstop 1%

humanimaging

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