Design of Multi-disease Diagnosis Processor using Hypernetworks Technique

Authors: Jae-Yeon Song, Seung-Yerl Lee, Kyu-Yeul Wang, Byung-Soo Kim, Sang-Seol Lee, Seong-Seob Shin, Jae-Young Choi, Chong Ho Lee, Jeahyun Park, Duck-Jin Chung

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

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1079026

References:

[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.