Deep Learning-enabled Sperm Morphology Analysis of Bovine Sperm for label-free Imaging Flow Cytometry
Anel Umirbaeva, Andrey Kurenkov, Bolat Seisenov, Kanat Zhumanov, KADYRBAI TAJIYEV, Mirzhan Mustafin, Ivan A. Vorobjev, Natasha S. Barteneva
This study uses deep learning with label-free imaging flow cytometry to automate bovine sperm morphology classification, achieving high accuracy and highlighting the need for standardized datasets.
Frontiers in Veterinary Science · May 8, 2026Peer-reviewedSystems Biology