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Design of Multi-disease Diagnosis Processor using Hypernetworks Technique

<!DOCTYPE html> <html lang="en" dir="ltr"> <head> <!-- Google tag (gtag.js) --> <script async src="https://www.googletagmanager.com/gtag/js?id=G-P63WKM1TM1"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-P63WKM1TM1'); </script> <!-- Yandex.Metrika counter --> <script type="text/javascript" > (function(m,e,t,r,i,k,a){m[i]=m[i]||function(){(m[i].a=m[i].a||[]).push(arguments)}; m[i].l=1*new Date(); for (var j = 0; j < document.scripts.length; j++) {if (document.scripts[j].src === r) { return; }} k=e.createElement(t),a=e.getElementsByTagName(t)[0],k.async=1,k.src=r,a.parentNode.insertBefore(k,a)}) (window, document, "script", "https://mc.yandex.ru/metrika/tag.js", "ym"); ym(55165297, "init", { clickmap:false, trackLinks:true, accurateTrackBounce:true, webvisor:false }); </script> <noscript><div><img src="https://mc.yandex.ru/watch/55165297" style="position:absolute; left:-9999px;" alt="" /></div></noscript> <!-- /Yandex.Metrika counter --> <!-- Matomo --> <!-- End Matomo Code --> <title>Design of Multi-disease Diagnosis Processor using Hypernetworks Technique</title> <meta name="description" content="Design of Multi-disease Diagnosis Processor using Hypernetworks Technique"> <meta name="keywords" content="Diagnosis processor, Hypernetworks, Leukemia, Mask, Prostate cancer, SPECT Heart data"> <meta name="viewport" content="width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1, user-scalable=no"> <meta charset="utf-8"> <meta name="citation_title" content="Design of Multi-disease Diagnosis Processor using Hypernetworks Technique"> <meta name="citation_author" content="Jae-Yeon Song"> <meta name="citation_author" content="Seung-Yerl Lee"> <meta name="citation_author" content="Kyu-Yeul Wang"> <meta name="citation_author" content="Byung-Soo Kim"> <meta name="citation_author" content="Sang-Seol Lee"> <meta name="citation_author" content="Seong-Seob Shin"> <meta name="citation_author" content="Jae-Young Choi"> <meta name="citation_author" content="Chong Ho Lee"> <meta name="citation_author" content="Jeahyun Park"> <meta name="citation_author" content="Duck-Jin Chung"> <meta name="citation_publication_date" content="2009/02/25"> <meta name="citation_journal_title" content="International Journal of Electronics and Communication Engineering"> <meta name="citation_volume" content="3"> <meta name="citation_issue" content="2"> <meta name="citation_firstpage" content="390"> <meta name="citation_lastpage" content="393"> <meta name="citation_pdf_url" content="https://publications.waset.org/12345/pdf"> <link href="https://cdn.waset.org/favicon.ico" type="image/x-icon" rel="shortcut icon"> <link href="https://cdn.waset.org/static/plugins/bootstrap-4.2.1/css/bootstrap.min.css" rel="stylesheet"> <link href="https://cdn.waset.org/static/plugins/fontawesome/css/all.min.css" rel="stylesheet"> <link 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href="https://publications.waset.org/search?q=Jae-Young%20Choi"> Jae-Young Choi</a>, <a href="https://publications.waset.org/search?q=Chong%20Ho%20Lee"> Chong Ho Lee</a>, <a href="https://publications.waset.org/search?q=Jeahyun%20Park"> Jeahyun Park</a>, <a href="https://publications.waset.org/search?q=Duck-Jin%20Chung"> Duck-Jin Chung</a> </p> <p class="card-text"><strong>Abstract:</strong></p> 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. <iframe src="https://publications.waset.org/12345.pdf" style="width:100%; height:400px;" frameborder="0"></iframe> <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Diagnosis%20processor" title="Diagnosis processor">Diagnosis processor</a>, <a href="https://publications.waset.org/search?q=Hypernetworks" title=" Hypernetworks"> Hypernetworks</a>, <a href="https://publications.waset.org/search?q=Leukemia" title=" Leukemia"> Leukemia</a>, <a href="https://publications.waset.org/search?q=Mask" title=" Mask"> Mask</a>, <a href="https://publications.waset.org/search?q=Prostate%20cancer" title=" Prostate cancer"> Prostate cancer</a>, <a href="https://publications.waset.org/search?q=SPECT%20Heart%20data" title=" SPECT Heart data"> SPECT Heart data</a> </p> <p class="card-text"><strong>Digital Object Identifier (DOI):</strong> <a href="https://doi.org/10.5281/zenodo.1079026" target="_blank">doi.org/10.5281/zenodo.1079026</a> </p> <a href="https://publications.waset.org/12345/design-of-multi-disease-diagnosis-processor-using-hypernetworks-technique" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/12345/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/12345/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/12345/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/12345/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/12345/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/12345/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/12345/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/12345/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/12345/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/12345/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/12345.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">1361</span> </span> <p class="card-text"><strong>References:</strong></p> <br>[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. <br>[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. <br>[3] Byung-Soo Kim, "Hardware Implementation of the Pattern Recognize Processor base on DNA Computing technique", ITC_CSCC vol. 1, pp.211-213, 2007. <br>[4] Kyu-Yeul Wang, "Implementation of Cardiovascular Disease (CVD) Level Prediction Processor using Aptamer Biochip" ITC_CSCC, vol. 2, pp.679-681, 2007. <br>[5] http://archive.ics.uci.edu/ml/datasets/SPECT+Heart <br>[6] http://www.broad.mit.edu/publications/broad939s <br>[7] http://www.cancercell.org/cgi/content/full/1/2/203 <br>[8] Xilinx Corp., Virtex-4 User Guide, www.xilinx.com, Jan. 2007. </div> </div> </div> </main> <footer> <div id="infolinks" class="pt-3 pb-2"> <div class="container"> <div style="background-color:#f5f5f5;" class="p-3"> <div class="row"> <div class="col-md-2"> <ul class="list-unstyled"> About <li><a 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