Author

Chansong Hwang

Agricultural Research Service

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Microbiology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Organism:fungi (other)· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Amelia Helen LovelaceiD· 1 shared Ezekiel Jin Sung AhniD· 1 shared Helen L. NgoiD· 1 shared Insuck BaekiD· 1 shared Lalit Mohan KandpaliD· 1 shared Lyndel W. MeinhardtiD· 1 shared M. S. Kim· 1 shared Masoud Kazem‐RostamiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperMicrobiology

Amelia Helen LovelaceORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Taxonomy-agnostic hyperspectral-morphological phenotyping of fungal pathogen chemical-stress responses using machine learning

Insuck Baek, Seunghyun Lim, Amelia Helen Lovelace, Sookyung Oh, Masoud Kazem‐Rostami, Helen L. Ngo, M. S. Kim, Lyndel W. Meinhardt, Lalit Mohan Kandpal, Minhyeok Cha, Chansong Hwang, Richard D. Ashby, Ezekiel Jin Sung Ahn

This paper develops a taxonomy-agnostic workflow using hyperspectral imaging and machine learning to predict fungal isolate crop-source labels with 86.7% accuracy.

Smart Agricultural Technology · Feb 17, 2026Peer-reviewedMicrobiology