Machine learning driven image segmentation and shape clustering of algal microscopic images obtained from various water types
Filippo Nelli, Zongyuan Ge, Linda L. Blackall, Negar Taheriashtiani, Rebekah Henry, Douglas R. Brumley, Michael Grace, Aaron R. Jex, Michael D. Burch, Tsair–Fuh Lin, Cheryl Bertelkamp, Anusuya Willis, Li Gao, Jonathan Schmidt, Nicholas D. Crosbie, Arash Zamyadi
This study applies FastSAM for automated algal cell segmentation and clustering in water samples, showing high accuracy for single cells and varying clustering performance.
Computational and Structural Biotechnology Reports · Aug 28, 2024Peer-reviewedMicrobiology