牙科人工智能:对诊断和治疗应用的叙述性审查
Sizhe Gao1, Xianyun Wang2, Zhuoheng Xia1
1Department of Stomatology, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
概括
人工智能 (AI) 在牙科中显示出很大的前景,可以改善各种口腔疾病的诊断和治疗. 需要解决数据准确性和模型偏差等挑战,以实现更广泛的临床整合.
科学领域:
- 牙科 牙科是指牙科的专业.
- 人工智能的人工智能
- 数字健康数字健康
背景情况:
- 数字和精准医学的进步推动了牙科AI的发展.
- 机器学习和深度学习等人工智能应用正在改变口腔保健.
- 目前的人工智能使用侧重于成像诊断和治疗优化.
研究的目的:
- 审查人工智能在牙科方面的进展,重点是诊断和治疗.
- 为了检查人工智能在内牙病,牙周病,植入学,正牙,假牙和口腔手术中的作用.
- 讨论AI整合到口腔保健中的机遇和挑战.
主要方法:
- 对牙科人工智能应用的文献综述.
- 分析AI对牙科专业的诊断和治疗的影响.
- 确定当前的挑战和未来的研究方向.
主要成果:
- 人工智能有效地支持牙科的预防,查,诊断,治疗计划,执行,监测和预后.
- 人工智能提高了各种口腔疾病的诊断和治疗.
- 关键的挑战包括数据注释,模型概括性,算法偏差和法律风险.
结论:
- 人工智能为推进口腔保健实践提供了巨大的潜力.
- 解决数据,模型和法律方面的挑战对于人工智能的临床成功至关重要.
- 未来的研究应该专注于提高人工智能在牙科中的准确性和适用性.
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