Design of Multi-disease Diagnosis Processor using Hypernetworks Technique
In this paper, we propose disease diagnosis hardware
architecture by using Hypernetworks technique. It can be used to
diagnose 3 different diseases (SPECT Heart, Leukemia, Prostate
cancer). Generally, the disparate diseases require specified diagnosis
hardware model for each disease. Using similarities of three diseases
diagnosis processor, we design diagnosis processor that can diagnose
three different diseases. Our proposed architecture that is combining
three processors to one processor can reduce hardware size without
decrease of the accuracy.
[1] Zhang, B.-T. and Jang, H.-Y., "A Bayesian algorithm for in vitro
molecula revolution of pattern classifiers", Lecture Notes in Computer
Science (DNA11),3384:458-467,2005.
[2] Byung-Tak Zhang and Joo-Kyung Kim, "DNA Hypernetworks for
Information Storage and retrieval, " Lecture Notes in Computer
Science(DNA12), LNCS4287, pp.298 -307, 2006.
[3] Byung-Soo Kim, "Hardware Implementation of the Pattern Recognize
Processor base on DNA Computing technique", ITC_CSCC vol. 1,
pp.211-213, 2007.
[4] Kyu-Yeul Wang, "Implementation of Cardiovascular Disease (CVD)
Level Prediction Processor using Aptamer Biochip" ITC_CSCC, vol. 2,
pp.679-681, 2007.
[5] http://archive.ics.uci.edu/ml/datasets/SPECT+Heart
[6] http://www.broad.mit.edu/publications/broad939s
[7] http://www.cancercell.org/cgi/content/full/1/2/203
[8] Xilinx Corp., Virtex-4 User Guide, www.xilinx.com, Jan. 2007.
[1] Zhang, B.-T. and Jang, H.-Y., "A Bayesian algorithm for in vitro
molecula revolution of pattern classifiers", Lecture Notes in Computer
Science (DNA11),3384:458-467,2005.
[2] Byung-Tak Zhang and Joo-Kyung Kim, "DNA Hypernetworks for
Information Storage and retrieval, " Lecture Notes in Computer
Science(DNA12), LNCS4287, pp.298 -307, 2006.
[3] Byung-Soo Kim, "Hardware Implementation of the Pattern Recognize
Processor base on DNA Computing technique", ITC_CSCC vol. 1,
pp.211-213, 2007.
[4] Kyu-Yeul Wang, "Implementation of Cardiovascular Disease (CVD)
Level Prediction Processor using Aptamer Biochip" ITC_CSCC, vol. 2,
pp.679-681, 2007.
[5] http://archive.ics.uci.edu/ml/datasets/SPECT+Heart
[6] http://www.broad.mit.edu/publications/broad939s
[7] http://www.cancercell.org/cgi/content/full/1/2/203
[8] Xilinx Corp., Virtex-4 User Guide, www.xilinx.com, Jan. 2007.
@article{"International Journal of Electrical, Electronic and Communication Sciences:61372", author = "Jae-Yeon Song and Seung-Yerl Lee and Kyu-Yeul Wang and Byung-Soo Kim and Sang-Seol Lee and Seong-Seob Shin and Jae-Young Choi and Chong Ho Lee and Jeahyun Park and Duck-Jin Chung", title = "Design of Multi-disease Diagnosis Processor using Hypernetworks Technique", abstract = "In this paper, we propose disease diagnosis hardware
architecture by using Hypernetworks technique. It can be used to
diagnose 3 different diseases (SPECT Heart, Leukemia, Prostate
cancer). Generally, the disparate diseases require specified diagnosis
hardware model for each disease. Using similarities of three diseases
diagnosis processor, we design diagnosis processor that can diagnose
three different diseases. Our proposed architecture that is combining
three processors to one processor can reduce hardware size without
decrease of the accuracy.", keywords = "Diagnosis processor, Hypernetworks, Leukemia, Mask, Prostate cancer, SPECT Heart data", volume = "3", number = "2", pages = "326-4", }