A study of digital mammograms by using clustering algorithms

作者：Halawani S M; Alhaddad M; Ahmad A^*

来源：Journal of Scientific & Industrial Research, 2012, 71(9): 594-600.

• Classification
• Clustering
• K-mean clustering
• Mammograms
• Mixed datasets
• Probabilistic

This study presents clustering algorithms to study digital mammograms. Probabilistic clustering algorithms performed better than hierarchical clustering algorithm. Clustering results are competitive with classification results, indicating that clustering algorithms can be used as an important tool to study digital mammograms. Probabilistic clustering algorithms can also be used by radiologists to improve their prediction accuracy.

• 出版日期2012-9