講演抄録/キーワード |
講演名 |
2010-01-26 13:55
Computer Aided Detection System Implementation for recognize cancer in Mammograms over a FPGA ○Yessica Suarez Henandez(IPN/Univ. of Electro-Comm.)・Sayaka Akioka・Tsutomu Yoshinaga・Volodymyr Ponomaryov・Gonzalo Duchen Sanchez(Univ. of Electro-Comm.) VLD2009-77 CPSY2009-59 RECONF2009-62 |
抄録 |
(和) |
A Computer Aided Detection, CAD, system was implemented using a FPGA development board to recognize cancer in Mammogram. The FPGAs have proven not only to be highly effective reducing the processing time especially in video and image applications but also to attain a level that makes possible the parallel processing in real time. This implementation is important because breast cancer is one of the most dangerous types of cancer among women all over the world. Early detection of breast cancer is essential to reducing life fatalities. However, achieving this early detection of the cancer is not an easy task. Although that the most accurate detection method in the medical environment is biopsy, it is an aggressive invasive procedure that involves some risks, therefore a good implementation of this algorithm also could support the medical work. |
(英) |
A Computer Aided Detection, CAD, system was implemented using a FPGA development board to recognize cancer in Mammogram. The FPGAs have proven not only to be highly effective reducing the processing time especially in video and image applications but also to attain a level that makes possible the parallel processing in real time. This implementation is important because breast cancer is one of the most dangerous types of cancer among women all over the world. Early detection of breast cancer is essential to reducing life fatalities. However, achieving this early detection of the cancer is not an easy task. Although that the most accurate detection method in the medical environment is biopsy, it is an aggressive invasive procedure that involves some risks, therefore a good implementation of this algorithm also could support the medical work. |
キーワード |
(和) |
FPGA / VHDL / CAD System / Mammograms / Neural Network / Rank Filter / Image Processing / |
(英) |
FPGA / VHDL / CAD System / Mammograms / Neural Network / Rank Filter / Image Processing / |
文献情報 |
信学技報, vol. 109, no. 395, RECONF2009-62, pp. 47-52, 2010年1月. |
資料番号 |
RECONF2009-62 |
発行日 |
2010-01-19 (VLD, CPSY, RECONF) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
著作権に ついて |
技術研究報告に掲載された論文の著作権は電子情報通信学会に帰属します.(許諾番号:10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
PDFダウンロード |
VLD2009-77 CPSY2009-59 RECONF2009-62 |
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