Mammographic Mass Detection Using a Mass Template

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Mammographic Mass Detection Using a Mass Template

OBJECTIVE The purpose of this study was to develop a new method for automated mass detection in digital mammographic images using templates. MATERIALS AND METHODS Masses were detected using a two steps process. First, the pixels in the mammogram images were scanned in 8 directions, and regions of interest (ROI) were identified using various thresholds. Then, a mass template was used to catego...

متن کامل

Mass lesion detection in mammographic images using Haralik textural features

Istituto Nazionale di Fisica Nucleare (INFN)-Bari, Italy Universitá and INFN di Bari, and Center of Innovative Technologies for Signal Detection and Processing, Italy Dipartimento di Fisica, Università di Siena and INFN-Cagliari, Italy Struttura Dipartimentale di Matematica e Fisica, Università di Sassari and INFN-Cagliari, Italy Istituto Nazionale di Fisica Nucleare-Torino, Italy Dipartimento ...

متن کامل

Using Local Context Information to Improve Automatic Mammographic Mass Detection

Despite their promising application, current Computer-Aided Detection (CAD) systems face difficulties, especially in the detection of malignant masses -a major mammographic sign for breast cancer. One of the main problems is the large number of false positives prompted, which is a critical issue in screening programs where the number of normal cases is considerably large. A crucial determinant ...

متن کامل

Mammographic mass detection with a hierarchical image probability (HIP) model

We formulate a model for probability distributions on image spaces. We show that any distribution of images can be factored exactly into conditional distributions of feature vectors at one resolution (pyramid level) conditioned on the image information at lower resolutions. We would like to factor this over positions in the pyramid levels to make it tractable, but such factoring may miss long-r...

متن کامل

Mammographic Mass Classification Using Wavelet Based Support Vector Machine

In this paper, we investigate an approach for classification of mammographic masses as benign or malign. This study relies on a combination of Support Vector Machine (SVM) and wavelet-based subband image decomposition. Decision making was performed in two stages as feature extraction by computing the wavelet coefficients and classification using the classifier trained on the extracted features....

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Korean Journal of Radiology

سال: 2005

ISSN: 1229-6929

DOI: 10.3348/kjr.2005.6.4.221