AIMC Topic: Mammography

Clear Filters Showing 671 to 675 of 675 articles

An Efficient Approach for Automated Mass Segmentation and Classification in Mammograms.

Journal of digital imaging Oct 1, 2015
Breast cancer is becoming a leading death of women all over the world; clinical experiments demonstrate that early detection and accurate diagnosis can increase the potential of treatment. In order to improve the breast cancer diagnosis precision, th...
Humans Algorithms Databases, Factual Female Reproducibility of Results Sensitivity and Specificity Breast Neoplasms Support Vector Machine Decision Trees Mammography Image Interpretation, Computer-Assisted
View on PubMed DOI

Convolutional neural networks for mammography mass lesion classification.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2015
Feature extraction is a fundamental step when mammography image analysis is addressed using learning based approaches. Traditionally, problem dependent handcrafted features are used to represent the content of images. An alternative approach successf...
Neural Networks, Computer ROC Curve Mammography
View on PubMed DOI

Automatic Detection of Masses in Mammograms Using Quality Threshold Clustering, Correlogram Function, and SVM.

Journal of digital imaging Jun 1, 2015
Breast cancer is the second most common type of cancer in the world. Several computer-aided detection and diagnosis systems have been used to assist health experts and to indicate suspect areas that would be difficult to perceive by the human eye; th...
Humans Algorithms Female Sensitivity and Specificity Breast Neoplasms ROC Curve Image Processing, Computer-Assisted Support Vector Machine Cluster Analysis Mammography Radiographic Image Interpretation, Computer-Assisted
View on PubMed DOI

Comparative analysis of breast cancer detection in mammograms and thermograms.

Biomedizinische Technik. Biomedical engineering Feb 1, 2015
In this paper, we present a system based on feature extraction techniques for detecting abnormal patterns in digital mammograms and thermograms. A comparative study of texture-analysis methods is performed for three image groups: mammograms from the ...
Humans Machine Learning Algorithms Female Reproducibility of Results Sensitivity and Specificity Breast Neoplasms Mammography Radiographic Image Interpretation, Computer-Assisted Observer Variation Thermography
View on PubMed DOI

Breast tumor classification in ultrasound images using neural networks with improved generalization methods.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jan 1, 2015
Mammography, scintimammography and ultrasound images have been used to increase the specificity of breast cancer image diagnosis. Concerning breast cancer image diagnosis with ultrasound, some results found in the literature show better performance o...
Humans Neural Networks, Computer Algorithms Retrospective Studies Female Breast Neoplasms Ultrasonography ROC Curve Mammography Area Under Curve
View on PubMed DOI
Popular Topics
Recent Journals