An Optimized Approach for Breast Cancer Classification for Histopathological Images Based on Hybrid Feature Set

Published in Current Medical Imaging (Bentham Science), 2021

Authors:
Inzamam M. N., Muhammad Rashid, J. H. Shah, M. Sharif, M. Yahiya H. A., Monagi H. A.


This work proposes an optimized framework for breast cancer classification using histopathological images by combining hybrid feature extraction techniques. The approach integrates multiple feature representations to improve classification accuracy and robustness in medical image analysis.


📖 Citation (BibTeX)

@article{nasir2021optimized,
  title     = {An Optimized Approach for Breast Cancer Classification for Histopathological Images Based on Hybrid Feature Set},
  author    = {Nasir, Inzamam M. and Rashid, Muhammad and Shah, Jamal Hussain and Sharif, Muhammad and Awan, Muhammad Y. H. and Alkinani, Monagi H.},
  journal   = {Current Medical Imaging Reviews},
  volume    = {17},
  number    = {1},
  pages     = {136--147},
  year      = {2021},
  publisher = {Bentham Science Publishers}
}

Paper