دورية أكاديمية
Computer aided detection of microcalcifications in digital mammograms
| العنوان: | Computer aided detection of microcalcifications in digital mammograms |
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| المؤلفون: | G. Boccignone, A. Chianese, A. Picariello |
| المساهمون: | G. Boccignone, A. Chianese, A. Picariello |
| بيانات النشر: | Elsevier |
| سنة النشر: | 2000 |
| المجموعة: | The University of Milan: Archivio Istituzionale della Ricerca (AIR) |
| مصطلحات موضوعية: | Computer aided diagnosis, Image processing, Mammogram analysis, Microcalcification detection, Wavelet transform, Renyi's entropy, Settore ING-INF/05 - Sistemi di Elaborazione delle Informazioni |
| الوصف: | Microcalcification detection is widely used for early diagnosis of breast cancer. Nevertheless, mammogram visual analysis is a complex task for expert radiologists. In this paper, we present a new method for computer aided detection of microcalcifications in digital mammograms. The detection is performed on the wavelet transformed image. The calcifications are separated from the background by exploiting the evaluation of Renyi’s information at the different decomposition levels of the wavelet transform. Experiments are performed on a standard and publicly available dataset and the results are evaluated with respect to recent achievements reported in the literature. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | Italian |
| العلاقة: | info:eu-repo/semantics/altIdentifier/pmid/10913773; info:eu-repo/semantics/altIdentifier/wos/WOS:000088542900002; volume:30; issue:5; firstpage:267; lastpage:286; numberofpages:20; journal:COMPUTERS IN BIOLOGY AND MEDICINE; http://hdl.handle.net/2434/223268Test; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-0034285185 |
| DOI: | 10.1016/S0010-4825(00)00014-7 |
| الإتاحة: | https://doi.org/10.1016/S0010-4825Test(00)00014-7 http://hdl.handle.net/2434/223268Test |
| رقم الانضمام: | edsbas.6B0A0323 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1016/S0010-4825(00)00014-7 |
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