Breast histopathological image analysis using image processing techniques for diagnostic purposes: A methodological review

R Rashmi, K Prasad, CBK Udupa - Journal of Medical Systems, 2022 - Springer
Breast cancer in women is the second most common cancer worldwide. Early detection of
breast cancer can reduce the risk of human life. Non-invasive techniques such as …

Stain standardization capsule for application-driven histopathological image normalization

Y Zheng, Z Jiang, H Zhang, F Xie, D Hu… - IEEE journal of …, 2020 - ieeexplore.ieee.org
Color consistency is crucial to developing robust deep learning methods for
histopathological image analysis. With the increasing application of digital histopathological …

A fast texture-to-stain adversarial stain normalization network for histopathological images

Q Jia, J Guo, F Du, P Yang… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Histopathological images, as the gold standard for cancer diagnosis, record abundant
information about microscopic structures and morphological characteristics through staining …

A Review on the Breast Histopathological Images, Processing and Classification

BB Simon, R Cheriyan - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Cancer in the breast is a very fatal cancer among the women. A confirmation of its presence
can be made mainly by the biopsy. The histopathological image analysis exhibits an …

Dual-Stage Domain Adaptive Mitosis Detection for Histopathology Images

V Dodballapur, Y Song, H Huang… - 2020 Digital Image …, 2020 - ieeexplore.ieee.org
Histopathology images for mitosis detection vary in appearance due to the non-standard
method of preparing the tissues as well as differences in scanner hardware. This makes …

Nusec and Midesec: Datasets for Histopathological Image Analysis

P Samet, P Sak, Z Yildirim, M Traore - papers.ssrn.com
Abstract Hematoxylin and Eosin (H&E) staining stands as the gold standard protocol for the
preparationof histopathology tissue samples in breast cancer research. This staining …