博士学位:基于智能手机的决策支持工具,用于早期检测口腔潜在恶性疾病
Olga Di Fede1, Vera Panzarella1, Fortunato Buttacavoli1,2
1Department of Surgical, Oncological and Oral Sciences (Di.Chir.On.S), University of Palermo, Sicily, Italy.
Digital health
|May 31, 2023
概括
DoctOral移动应用程序提供了一个免费的智能手机工具,以帮助医疗和牙科从业人员识别潜在的恶性口腔疾病. 这款由人工智能驱动的应用程序有助于早期诊断,改善患者口腔病变的治疗结果.
科学领域:
- 口腔医学是指口腔医学.
- 数字健康数字健康
- 医疗保健中的人工智能
背景情况:
- 口腔潜在恶性疾病对健康构成重大负担,由于牙科常规查有限,专业中心少,往往诊断迟到.
- 早期检测对于改善患有恶性转变风险的口腔病变患者的治疗结果至关重要.
研究的目的:
- 要总结博士的经验,一个研究倡议.
- 引入基于智能手机的决策支持工具,用于早期检测口腔潜在恶性疾病.
- 强调人工智能和机器学习的整合,以提高诊断能力.
主要方法:
- 开发和部署DoctOral移动应用程序,为医疗/牙科从业人员提供免费的决策支持工具.
- 使用基于口腔病变的临床外观的交互决策树,通过智能手机访问.
- 与DoctOralAI计划的整合,使用参考图像,开源模型和基于机器学习的基于案例的推理.
主要成果:
- 自2017年10月以来,DoctOral移动应用程序已经实现了超过10,000次下载,用户评分为4.8/5.5.
- 该应用程序提供了一个互动平台,用于识别和诊断口腔病变,帮助牙科学生和专业人员.
- DoctOralAI倡议正在推进开发一个用于口腔病理诊断的开源AI模型.
结论:
- 通过提供可访问的诊断辅助工具,DoctOral移动应用程序对口腔病理学产生了重大影响.
- 与人工智能集成的基于智能手机的工具在改善口腔潜在恶性疾病的早期检测率方面表现有前途.
- 继续开发和采用这些技术可以增强日常牙科实践和治疗口腔病变的患者护理.
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