Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images

@article{Kowal2013ComputeraidedDO,
  title={Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images},
  author={M. Kowal and P. Filipczuk and A. Obuchowicz and J. Korbicz and Roman Monczak},
  journal={Computers in biology and medicine},
  year={2013},
  volume={43 10},
  pages={
          1563-72
        }
}
Prompt and widely available diagnostics of breast cancer is crucial for the prognosis of patients. One of the diagnostic methods is the analysis of cytological material from the breast. This examination requires extensive knowledge and experience of the cytologist. Computer-aided diagnosis can speed up the diagnostic process and allow for large-scale screening. One of the largest challenges in the automatic analysis of cytological images is the segmentation of nuclei. In this study, four… Expand
148 Citations

Paper Mentions

Observational Clinical Trial
The application of computer-aided diagnosis (CAD) technology "S-Detect" enables qualitative and quantitative automated analysis of ultrasound images to obtain objective, repeatable and… Expand
ConditionsBreast Cancer
InterventionDevice
Computer-aided classification of breast cancer histopathological images
  • 3
Computer-Aided Detection Breast Cancer in Whole Slide Image
  • C. Li, X. Lu
  • 2021 International Conference on Computer, Control and Robotics (ICCCR)
  • 2021
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
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 56 REFERENCES
Computer-aided diagnosis of breast cancer using gaussian mixture cytological image segmentation
  • 18
  • PDF
Feature selection for breast cancer malignancy classification problem
  • 16
Wavelet based feature extraction method for breast cancer cytology images
  • 33
Segmentation of Breast Cancer Fine Needle Biopsy Cytological Images Using Fuzzy Clustering
  • 16
Automatic Breast Cancer Diagnosis Based on K-Means Clustering and Adaptive Thresholding Hybrid Segmentation
  • 33
Fuzzy Clustering and Adaptive Thresholding Based Segmentation Method for Breast Cancer Diagnosis
  • 19
Classification of Breast Cancer Malignancy Using Cytological Images of Fine Needle Aspiration Biopsies
  • 105
  • PDF
Automated Breast Cancer Diagnosis Based on GVF-Snake Segmentation, Wavelet Features Extraction and Fuzzy Classification
  • 49
  • PDF
...
1
2
3
4
5
...