Microscopy image segmentation using a fine-tuned machine learning model with limited training dataset Article

Chae, Sooyong, Giammattei, Dani, Ajmal, Ajmal et al. (2026). Microscopy image segmentation using a fine-tuned machine learning model with limited training dataset . Journal of Microscopy, 10.1111/jmi.70162

cited authors

  • Chae, Sooyong; Giammattei, Dani; Ajmal, Ajmal; Pei, Junzhu; Sanchez, Amanda; Boonya-ananta, Tananant; Rodriguez, Andres; Ramella-Roman, Jessica C; Novikova, Tatiana

authors

publication date

  • August 31, 2026

published in

keywords

  • Microscopy
  • Science & Technology
  • Technology
  • deep learning
  • image segmentation
  • polarisation microscopy
  • small dataset learning
  • transfer learning

Digital Object Identifier (DOI)

publisher

  • WILEY