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A new resource on artificial intelligence powered computer automated detection software products for tuberculosis programmes and implementers
Tuberculosis ( IF 3.2 ) Pub Date : 2021-03-01 , DOI: 10.1016/j.tube.2020.102049
Zhi Zhen Qin 1 , Tasneem Naheyan 1 , Morten Ruhwald 2 , Claudia M Denkinger 3 , Sifrash Gelaw 4 , Madlen Nash 5 , Jacob Creswell 1 , Sandra Vivian Kik 2
Affiliation  

Recently, the number of artificial intelligence powered computer-aided detection (CAD) products that detect tuberculosis (TB)-related abnormalities from chest X-rays (CXR) available on the market has increased. Although CXR is a relatively effective and inexpensive method for TB screening and triaging, a shortage of skilled radiologists in many high TB-burden countries limits its use. CAD technology offers a solution to this problem. Before adopting a CAD product, TB programmes need to consider not only the diagnostic accuracy but also implementation-relevant features including operational characteristics, deployment mechanism, input and machine compatibility, output format, options for integration into the legacy system, costs, data sharing and privacy aspects, and certification. A landscaping analysis was conducted to collect this information among CAD developers known to have or soon to have a TB product. The responses were reviewed and finalized with the developers, and are published on an open-access website: www.ai4hlth.org. CAD products are constantly being improved and the site will continuously be updated to account for updates and new products. This unique online resource aims to inform the TB community about available CAD tools, their features and set-up procedures, to enable TB programmes to identify the most suitable product to incorporate in interventions.

中文翻译:

用于结核病项目和实施者的人工智能计算机自动检测软件产品的新资源

最近,从市场上可用的胸部 X 射线 (CXR) 检测结核病 (TB) 相关异常的人工智能驱动的计算机辅助检测 (CAD) 产品的数量有所增加。尽管 CXR 是一种相对有效且廉价的结核病筛查和分诊方法,但许多结核病高负担国家缺乏熟练的放射科医生,限制了其使用。CAD 技术为这个问题提供了解决方案。在采用 CAD 产品之前,TB 程序不仅需要考虑诊断准确性,还需要考虑与实施相关的特性,包括操作特性、部署机制、输入和机器兼容性、输出格式、集成到遗留系统的选项、成本、数据共享和隐私方面和认证。进行了景观分析以在已知拥有或即将拥有结核病产品的 CAD 开发人员中收集此信息。响应由开发人员审查并最终确定,并发布在一个开放访问的网站上:www.ai4hlth.org。CAD 产品不断改进,站点将不断更新以说明更新和新产品。这个独特的在线资源旨在向结核病社区通报可用的 CAD 工具、它们的功能和设置程序,使结核病项目能够确定最合适的产品以纳入干预措施。CAD 产品不断改进,站点将不断更新以说明更新和新产品。这个独特的在线资源旨在向结核病社区通报可用的 CAD 工具、它们的功能和设置程序,使结核病项目能够确定最合适的产品以纳入干预措施。CAD 产品不断改进,站点将不断更新以说明更新和新产品。这个独特的在线资源旨在向结核病社区通报可用的 CAD 工具、它们的功能和设置程序,使结核病项目能够确定最合适的产品以纳入干预措施。
更新日期:2021-03-01
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