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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
  • Georgia Institute of Technology
  • Great Lakes Water Authority
  • Great Lakes Institute for Environmental Research
  • Khoury College of Computer Sciences
  • LimnoTech, Inc.

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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