PhthisisBioMed人工医疗智能:用于自动分析数字胸部X射线/光图的软件
Y T Gogoberidze1, V I Klassen2, M Y Natenzon3
1Senior Development Engineer; PhthisisBioMed LLC, 135 Karla Marksa St., Chistopol, Republic of Tatarstan, 422980, Russia.
Sovremennye tekhnologii v meditsine
|March 4, 2024
概括
人工智能 (AI) 正在彻底改变医学诊断. 在临床试验中,PhthisisBioMed AI 服务表现出高可靠性和灵敏性,提高了医疗保健中的诊断效率.
科学领域:
- 医学诊断 医学诊断 医学诊断
- 医疗保健中的人工智能
- 放射学 放射学是一门学科.
背景情况:
- 诊断医疗检查范围不断扩大,需要新技术.
- 人工智能 (AI) 算法为医疗数据分析提供了有希望的解决方案.
- 一个为期三年的莫斯科实验 (自2020年以来) 专注于在区域医疗保健中实施人工智能.
研究的目的:
- 分享开发医疗AI服务 (PhthisisBioMed) 的经验.
- 评估PhthisisBioMed AI在实际临床环境中的应用.
- 评估人工智能服务的质量和可靠性.
主要方法:
- 开发PhthisisBioMed人工智能服务.
- 在经过验证的数据集 (n=1536) 上进行的临床试验,考虑胸部疾病的流行率.
- 技术监测用于质量和可靠性评估.
主要成果:
- PhthisisBioMed人工智能服务展示了高质量和可靠性.
- 该服务的平均灵敏度为0.975 (95% CI:0.966-0.984).
- 人工智能服务已注册为医疗器械,并在俄罗斯联邦积极使用.
结论:
- PhthisisBioMed人工智能服务有效帮助诊断胸部疾病.
- 人工智能工具减少了放射科医生的工作量,并加速了医疗报告的生成.
- 人工智能在临床实践中的成功实施提高了诊断能力.
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