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一种基于多任务学习的胎儿心脏疾病超声图像质量检测方法

成果领域: 精准医疗人工智能

推广方式:

成果归属企业: 湖南大学、梧州学院

成果鉴定时间:

成果介绍

专利号：202311112939.2，针对胎儿心脏超声图像评估分析，设计一款高效、单阶段、端到端、跨平台的多任务心脏超声图像评估与分析的诊断系统，在超声医生扫描完成时可直接判断超声图像的标准与否，标准则完成超声图像扫描，非标准可直接重新扫描，对于标准图像继续进行超声图像器官类型判定和器官结构识别，完成超声图像评估与分析，并将结果直接反馈到主治医生工作室中，降低主治医生接收到非标准图像的概率，避免患者来回奔波，减少主治医生人工对超声图像的分析，提高就诊效率。

成果应用案例介绍

在胎儿超声图像智能识别、标准切面质量控制等方面具有重要价值

联系方式

电话/微信: 13822630888

相关成果

一种基于多任务学习的胎儿心脏疾病超声图像质量检测方法

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基本文件流程错误 SQL 调试

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[ BEHAVIOR ] Run Closure @app_init [ RunTime:0.000012s ]
[ CACHE ] INIT File
[ BEHAVIOR ] Run \addons\briefurl\Briefurl @app_init [ RunTime:0.001354s ]
[ BEHAVIOR ] Run \addons\fastflow\Fastflow @app_init [ RunTime:0.000026s ]
[ BEHAVIOR ] Run \addons\notice\Notice @app_init [ RunTime:0.000265s ]
[ BEHAVIOR ] Run \addons\qrcode\Qrcode @app_init [ RunTime:0.000178s ]
[ BEHAVIOR ] Run \addons\treaty\Treaty @app_init [ RunTime:0.000027s ]
[ 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:0.000238s ]
[ LANG ] /www/wwwroot/open.juabc.com/thinkphp/lang/zh-cn.php
[ BEHAVIOR ] Run app\common\behavior\Common @app_dispatch [ RunTime:0.000011s ]
[ ROUTE ] array ( 'type' => 'module', 'module' => array ( 0 => 'index', 1 => 'results', 2 => 'views', ), )
[ HEADER ] array ( 'connection' => 'keep-alive', 'cache-control' => 'max-age=0', 'x-forwarded-for' => '10.1.39.249', 'via' => '1.1 squid-proxy-5b5d847c96-bzxdw (squid/6.13)', 'host' => 'open.juabc.com', 'accept-encoding' => 'gzip, br, zstd, deflate', 'user-agent' => 'Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)', 'accept' => '*/*', 'content-type' => '', 'content-length' => '', )
[ PARAM ] array ( 'ids' => '4623', )
[ LANG ] /www/wwwroot/open.juabc.com/public/../application/index/lang/zh-cn.php
[ BEHAVIOR ] Run app\common\behavior\Common @module_init [ RunTime:0.000712s ]
[ BEHAVIOR ] Run \addons\upyun\Upyun @module_init [ RunTime:0.000122s ]
[ BEHAVIOR ] Run \addons\wxfollowlogin\Wxfollowlogin @module_init [ RunTime:0.000018s ]
[ BEHAVIOR ] Run \addons\upyun\Upyun @upload_config_init [ RunTime:0.000387s ]
[ BEHAVIOR ] Run \addons\editpage\Editpage @config_init [ RunTime:0.000030s ]
[ BEHAVIOR ] Run \addons\notice\Notice @config_init [ RunTime:0.000022s ]
[ DB ] INIT mysql
[ BEHAVIOR ] Run \addons\csmtable\Csmtable @action_begin [ RunTime:0.000043s ]
[ 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:0.000051s ]

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