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基于多維高斯分布貝葉斯分類的癌癥復發預測系統

成果領域: 精準醫療

推廣方式: 技術許可,技術合作,其他

成果歸屬企業: 吉林大學通信工程學院李玲教授科研團隊

成果鑒定時間:0000-00-00

成果介紹

本發明設計一種基于多維高斯分布貝葉斯分類的癌癥復發預測系統。該系統利用預處理模塊、訓練模塊和貝葉斯分類器實現癌癥復發的預測。預處理模塊對訓練集進行數據清洗并生成類向量數據集；訓練模塊首先計算兩個類屬性先驗概率，然后利用pearson相關系數將數據屬性分成與類屬性關聯度緊密的類數據屬性集合和與類屬性關聯度稀疏的兩類數據屬性集合，兩類數據屬性集合分別利用多維高斯分布和一維高斯分布來計算相應的概率；貝葉斯分類器將兩者概率及類別的先驗概率聯合共同作為數據屬于每個類的概率，并據此判別癌癥的分類測試結果。本發明提高了癌癥是否復發的預測準確率。

成果應用案例介紹

聯系方式

電話/微信: 13822630888

相關成果

免責聲明 / 網站地圖 / 平臺簡介 / 友情鏈接

郵箱：zeccea@qq.com QQ群：318441538 客服電話：0758-2721389 秘書處電話/微信：13822630888

基本文件流程錯誤 SQL 調試

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[ BEHAVIOR ] Run Closure @app_init [ RunTime:0.000011s ]
[ CACHE ] INIT File
[ BEHAVIOR ] Run \addons\briefurl\Briefurl @app_init [ RunTime:0.001270s ]
[ BEHAVIOR ] Run \addons\fastflow\Fastflow @app_init [ RunTime:0.000025s ]
[ BEHAVIOR ] Run \addons\notice\Notice @app_init [ RunTime:0.000264s ]
[ BEHAVIOR ] Run \addons\qrcode\Qrcode @app_init [ RunTime:0.000191s ]
[ BEHAVIOR ] Run \addons\treaty\Treaty @app_init [ RunTime:0.000031s ]
[ BEHAVIOR ] Run \addons\upyun\Upyun @app_init [ RunTime:0.000015s ]
[ BEHAVIOR ] Run Closure @app_init [ RunTime:0.000031s ]
[ BEHAVIOR ] Run app\common\behavior\Common @app_init [ RunTime:0.000226s ]
[ LANG ] /www/wwwroot/open.juabc.com/thinkphp/lang/zh-cn.php
[ BEHAVIOR ] Run app\common\behavior\Common @app_dispatch [ RunTime:0.000018s ]
[ ROUTE ] array ( 'type' => 'module', 'module' => array ( 0 => 'index', 1 => 'results', 2 => 'views', ), )
[ HEADER ] array ( 'host' => 'jzxpc.com', 'user-agent' => 'Mozilla/5.0 (Windows NT 10.0; WOW64; Trident/7.0; rv:11.0) like Gecko', 'referer' => 'http://www.baidu.com', 'cookie' => 't=92d7540e476b153862b4ea2356ede7b3; r=8148', 'accept-language' => 'zh-CN,zh', 'accept-encoding' => 'gzip, deflate', 'accept' => 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8', 'content-type' => 'application/x-www-form-urlencoded; Charset=UTF-8', 'connection' => 'Keep-Alive', 'content-length' => '', )
[ PARAM ] array ( 'ids' => '4207', )
[ LANG ] /www/wwwroot/open.juabc.com/public/../application/index/lang/zh-cn.php
[ BEHAVIOR ] Run app\common\behavior\Common @module_init [ RunTime:0.000669s ]
[ BEHAVIOR ] Run \addons\upyun\Upyun @module_init [ RunTime:0.000111s ]
[ BEHAVIOR ] Run \addons\wxfollowlogin\Wxfollowlogin @module_init [ RunTime:0.000026s ]
[ BEHAVIOR ] Run \addons\upyun\Upyun @upload_config_init [ RunTime:0.000394s ]
[ BEHAVIOR ] Run \addons\editpage\Editpage @config_init [ RunTime:0.000031s ]
[ BEHAVIOR ] Run \addons\notice\Notice @config_init [ RunTime:0.000022s ]
[ DB ] INIT mysql
[ BEHAVIOR ] Run \addons\csmtable\Csmtable @action_begin [ RunTime:0.000039s ]
[ RUN ] app\index\controller\Results->views[ /www/wwwroot/open.juabc.com/application/index/controller/Results.php ]
[ VIEW ] /www/wwwroot/open.juabc.com/public/../application/index/view/results/views.html [ array ( 0 => 'user', 1 => 'site', 2 => 'config', 3 => 'data', 4 => 'active', 5 => 'login', 6 => 'catelist', 7 => 'views', ) ]
[ BEHAVIOR ] Run \addons\wxfollowlogin\Wxfollowlogin @view_filter [ RunTime:0.000040s ]

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