语音分析中的深度学习用于诊断声带病理:系统性审查
Idit Tessler1,2,3, Adi Primov-Fever4,5, Shelly Soffer6,7
1Department of Otolaryngology Head and Neck Surgery, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel. idit.tessler@gmail.com.
概括
深度学习模型显示,使用智能手机的语音样本来检测声带病理有前途. 虽然准确度很高,但目前的研究存在局限性,需要进一步开发以广泛临床使用.
科学领域:
- 耳鼻喉科 耳鼻喉科 耳鼻喉科
- 人工智能的人工智能
- 医学诊断 医学诊断 医学诊断
背景情况:
- 智能手机和可穿戴设备可以进行大规模的语音采样,用于健康监测.
- 声带病理需要准确且易于使用的诊断方法.
结论:
- 深度学习为声带病理查和诊断提供了一个有前途的技术方法.
- 目前的研究提供了概念验证,但局限性需要进一步开发可扩展的解决方案.
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