要求咳声音分析用于结核病选测试:CODA TB DREAM挑战数据集
Sophie Huddart1, Vijay Yadav2, Solveig K Sieberts2
1University of California San Francisco, School of Medicine, 533 Parnassus Ave, San Francisco, CA 94143 USA.
medRxiv : the preprint server for health sciences
|April 8, 2024
概括
一个新的大型数据集,包括来自2,143个人的700,000多个咳声音,旨在改善结核病 (TB) 诊断. 本资源支持开发人工智能工具,用于准确的关怀点结核病查,解决全球健康的关键需求.
科学领域:
- 医学研究 医学研究
- 人工智能的人工智能
- 传染病流行病学 传染病流行病学
背景情况:
- 咳是肺部疾病的关键症状,包括结核病 (TB),这是全球主要的传染病杀手.
- 目前使用自报咳进行的结核病查不符合世卫组织的准确性目标.
- 有限的研究存在于使用咳声音与人工智能 (AI) 结核病检测.
结论:
- 编制的咳声音数据库对于推进基于AI的结核病诊断工具至关重要.
- 授权研究人员开发创新解决方案,使结核病查更加准确和易于获得.
- 旨在显著改善全球结核病诊断和控制.
相关概念视频
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Medical management of tuberculosis (TB) patients involves a comprehensive approach that includes diagnosis, treatment, and monitoring. The specific strategies can vary depending on the type of tuberculosis (latent or active), the patient's overall health status, and other considerations.
Latent tuberculosis infection occurs when TB bacteria are present in a person's body, but are not causing illness or symptoms. It is not contagious, and preventive treatment is crucial to avoid the...
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PFTs involve using a spirometer, a...
Pulmonary Function Tests are crucial diagnostic tools for assessing respiratory function, particularly in patients with chronic respiratory disorders. They comprehensively evaluate lung volumes, ventilatory function, breathing mechanics, diffusion, and gas exchange. These tests help diagnose pulmonary diseases and play a significant role in monitoring disease progression, evaluating disability, and assessing response to therapy.
PFTs involve using a spirometer, a...
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