基于人工智能的辅助技术的新趋势用于胸部成像.
Masahiro Yanagawa1, Rintaro Ito2, Taiki Nozaki3
1Department of Radiology, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita-City, Osaka, 565-0871, Japan. m-yanagawa@radiol.med.osaka-u.ac.jp.
La Radiologia medica
|August 28, 2023
概括
人工智能 (AI) 有助于医学诊断成像,特别是对于胸部疾病,如病变检测. 放射科医生应该使用人工智能作为一种工具,保留最终决策权.
科学领域:
- 医学成像医学成像
- 人工智能的人工智能是人工智能.
- 胸部诊断 胸部诊断 胸部诊断
背景情况:
- 人工智能 (AI) 的发展加速了,特别是在医疗保健领域.
- 包括深度学习在内的人工智能越来越多地应用于医疗领域.
- 人工智能显示出有很大的潜力来帮助临床诊断成像.
研究的目的:
- 审查AI在诊断成像中的应用,重点是胸部成像.
- 突出AI在病变检测和胸部扫描中的定性诊断中的作用.
- 让放射科医生和临床医生熟悉胸部诊断中的AI工具.
主要方法:
- 在诊断成像中对AI应用的文献综述.
- 专注于来自PubMed数据库的研究.
- 强调人工智能用于胸部病变检测和定性诊断.
主要成果:
- 人工智能即将成为诊断成像中不可或缺的一部分.
- 可解释的人工智能对于定性诊断至关重要,详细说明诊断过程.
- 人工智能作为医生助理,医生做出最终决定.
结论:
- 人工智能技术在医疗应用中正在迅速发展.
- 人工智能有望提高胸部成像中的诊断准确性.
- 了解AI的能力和局限性对于临床整合至关重要.
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