Integrating Machine Learning with Flow-Imaging Microscopy for Automated Monitoring of Algal Blooms

Farhan Khan, Benjamin Gincley, Andrea Busch, Dienye L. Tolofari, John W. Norton, Emily Varga, R. Michael McKay, Miguel Fuentes-Cabrera, Tad Slawecki, Ameet J. Pinto

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)19885-19898
Number of pages14
JournalEnvironmental Science and Technology
Volume59
Issue number37
DOIs
StatePublished - Sep 23 2025

ASJC Scopus Subject Areas

  • General Chemistry
  • Environmental Chemistry

Keywords

  • background particle
  • flow-imaging microscopy
  • freshwater ecosystems
  • HAB monitoring
  • microalgae
  • openset classification
  • out-of-distribution

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