| ชื่อเรื่อง | : | Classification of breast abnormalities in digital mammograms using image and BI-RADS features in conjunction with neural network |
| นักวิจัย | : | Panchal, R. M. , Verma, Brijesh. |
| คำค้น | : | 700102 Application tools and system utilities. , 280212 Neural Networks, Genetic Algorithms and Fuzzy Logic. , TBA. , 890202 Application Tools and System Utilities. , 8902 Computer Software and Services. , 89 Information and Communication Services. , 080108 Neural, Evolutionary and Fuzzy Computation. , 0801 Artificial Intelligence and Image Processing. , 08 Information and Computing Sciences. , Breast , Neural networks (Computer science) |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2548 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/23614 , cqu:3695 |
| ที่มา | : | Panchal, R M & Verma, B 2005, 'Classification of breast abnormalities in digital mammograms using image and bi-rads features in conjunction with neural network', paper presented at IEEE International Joint Conference on Neural Networks., Montreal. http://dx.doi.org/10.1109/IJCNN.2005.1556293 |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Proceedings of the IEEE International Joint Conference on Neural Networks. New Jersey. : IEEE, 2005. p. 2487-2492 6 pages Refereed 0780390490 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | This paper investigates the significance of combining grey-level based image features and BI-RADS lesion descriptors along with patient age and a subtlety value (radiologists' interpretation) for the reliable classification of calcification and mass type breast abnormalities into malignant and benign classes. Three sets of experiments using grey-level based image features, BI-RADS features and combined features were conducted on DDSIM benchmark database. The classification rate 91% on mass dataset and 74% on calcification dataset was obtained when both types of features combined together. |
| บรรณานุกรม | : |
Panchal, R. M. , Verma, Brijesh. . (2548). Classification of breast abnormalities in digital mammograms using image and BI-RADS features in conjunction with neural network.
กรุงเทพมหานคร : Central Queensland University, Australia. Panchal, R. M. , Verma, Brijesh. . 2548. "Classification of breast abnormalities in digital mammograms using image and BI-RADS features in conjunction with neural network".
กรุงเทพมหานคร : Central Queensland University, Australia. Panchal, R. M. , Verma, Brijesh. . "Classification of breast abnormalities in digital mammograms using image and BI-RADS features in conjunction with neural network."
กรุงเทพมหานคร : Central Queensland University, Australia, 2548. Print. Panchal, R. M. , Verma, Brijesh. . Classification of breast abnormalities in digital mammograms using image and BI-RADS features in conjunction with neural network. กรุงเทพมหานคร : Central Queensland University, Australia; 2548.
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