Computer-Aided Breast Cancer Diagnosis Based on the Analysis of Cytological Images of Fine Needle Biopsies

@article{Filipczuk2013ComputerAidedBC,
  title={Computer-Aided Breast Cancer Diagnosis Based on the Analysis of Cytological Images of Fine Needle Biopsies},
  author={P. Filipczuk and T. Fevens and A. Krzyżak and Roman Monczak},
  journal={IEEE Transactions on Medical Imaging},
  year={2013},
  volume={32},
  pages={2169-2178}
}
The effectiveness of the treatment of breast cancer depends on its timely detection. An early step in the diagnosis is the cytological examination of breast material obtained directly from the tumor. This work reports on advances in computer-aided breast cancer diagnosis based on the analysis of cytological images of fine needle biopsies to characterize these biopsies as either benign or malignant. Instead of relying on the accurate segmentation of cell nuclei, the nuclei are estimated by… Expand
139 Citations
Automated Counting of Cells in Breast Cytology Images Using Level Set Method
  • S. U. Khan, N. Islam, Z. Jan, Hameed Ullah Shah, A. Din
  • Computer Science
  • 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)
  • 2018
  • 1
Computer-aided classification of breast cancer histopathological images
  • 3
Cytological malignancy grading systems for fine needle aspiration biopsies of breast cancer
  • 1
Computer Aided Diagnosis System for Detection of Cancer Cells on Cytological Pleural Effusion Images
  • 5
  • Highly Influenced
  • PDF
The Feature Selection Problem in Computer–Assisted Cytology
  • 9
Web–Based Framework For Breast Cancer Classification
  • 12
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 49 REFERENCES
Computer-aided diagnosis of breast cancer using gaussian mixture cytological image segmentation
  • 18
  • PDF
Classification of Breast Cancer Malignancy Using Cytological Images of Fine Needle Aspiration Biopsies
  • 105
  • PDF
Wavelet based feature extraction method for breast cancer cytology images
  • 34
Automatic Breast Cancer Diagnosis Based on K-Means Clustering and Adaptive Thresholding Hybrid Segmentation
  • 33
GLCM AND GLRLM BASED TEXTURE FEATURES FOR COMPUTER-AIDED BREAST CANCER DIAGNOSIS
  • 10
  • PDF
Segmentation of Breast Cancer Fine Needle Biopsy Cytological Images
  • 54
  • PDF
Automated Detection of Cell Nuclei in Pap Smear Images Using Morphological Reconstruction and Clustering
  • 193
  • PDF
...
1
2
3
4
5
...