Which data subset should be augmented for deep learning? a simulation study using urothelial cell carcinoma histopathology images

Yusra A. Ameen, Dalia M. Badary, Ahmad Elbadry I. Abonnoor, Khaled F. Hussain, Adel A. Sewisy. Which data subset should be augmented for deep learning? a simulation study using urothelial cell carcinoma histopathology images. BMC Bioinformatics, 24(1):75, December 2023. [doi]

@article{AmeenBAHS23,
  title = {Which data subset should be augmented for deep learning? a simulation study using urothelial cell carcinoma histopathology images},
  author = {Yusra A. Ameen and Dalia M. Badary and Ahmad Elbadry I. Abonnoor and Khaled F. Hussain and Adel A. Sewisy},
  year = {2023},
  month = {December},
  doi = {10.1186/s12859-023-05199-y},
  url = {https://doi.org/10.1186/s12859-023-05199-y},
  researchr = {https://researchr.org/publication/AmeenBAHS23},
  cites = {0},
  citedby = {0},
  journal = {BMC Bioinformatics},
  volume = {24},
  number = {1},
  pages = {75},
}