| ชื่อเรื่อง | : | A fusion of neural network based auto-associator and classifier for the classification of microcalcification patterns |
| นักวิจัย | : | Panchal, Rinku. , Verma, Brijesh. |
| คำค้น | : | 700103 Information processing services. , 280203 Image Processing. , TBA. , 890205 Information Processing Services (incl. Data Entry and Capture) , 8902 Computer Software and Services. , 89 Information and Communication Services. , 080106 Image Processing. , 0801 Artificial Intelligence and Image Processing. , 08 Information and Computing Sciences. , Breast , Breast , Neural networks (Computer science) |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2547 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/16508 , cqu:3075 |
| ที่มา | : | Panchal, R M & Verma, B 2004, 'A fusion of neural network based auto-associator and classifier for the classification of microcalcification patterns', paper presented at 11th International Conference on Neural Information Processing., Calcutta, India . |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Proceedings of the 11th International Conference on Neural Information Processing. Berlin, Germany : Springer, 2004. p. 794-799 6 pages Refereed 3540239316 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | This paper presents a novel approach to combine a neural network based auto-associator and a classifier for the classification of microcalcification patterns. It explores the auto-associative and classification abilities of a neural network approach for the classification of rnicrocalcification patterns into benign and malignant using 14 image structure features. The proposed technique used combination of two neural networks; auto-associator and classifier for classification of microcalcification. It obtained 88.1% classification rate for testing dataset and 100% classification rate for training dataset. |
| บรรณานุกรม | : |
Panchal, Rinku. , Verma, Brijesh. . (2547). A fusion of neural network based auto-associator and classifier for the classification of microcalcification patterns.
กรุงเทพมหานคร : Central Queensland University, Australia. Panchal, Rinku. , Verma, Brijesh. . 2547. "A fusion of neural network based auto-associator and classifier for the classification of microcalcification patterns".
กรุงเทพมหานคร : Central Queensland University, Australia. Panchal, Rinku. , Verma, Brijesh. . "A fusion of neural network based auto-associator and classifier for the classification of microcalcification patterns."
กรุงเทพมหานคร : Central Queensland University, Australia, 2547. Print. Panchal, Rinku. , Verma, Brijesh. . A fusion of neural network based auto-associator and classifier for the classification of microcalcification patterns. กรุงเทพมหานคร : Central Queensland University, Australia; 2547.
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