通过人工智能推进临床MRI检查:日本的贡献和未来前景
Shohei Fujita1, Yasutaka Fushimi2, Rintaro Ito3
1Department of Radiology, The University of Tokyo, 7-3-1 Hongo, Bunkyo, Tokyo, Japan. shifujita-tky@umin.ac.jp.
Japanese journal of radiology
|November 15, 2024
概括
人工智能 (AI) 正在优化临床磁共振成像 (MRI) 检查,从图像获取到决策. 日本 日本 日本 日本 日本.
科学领域:
- 医疗成像医学成像
- 人工智能的人工智能
- 放射学 放射学是一门学科.
背景情况:
- 人工智能 (AI) 越来越多地融入临床工作流程.
- 磁共振成像 (MRI) 为人工智能驱动的进步提供了巨大的潜力.
- 日本有一个独特的医疗保健景观,在医学成像中培养AI.
研究的目的:
- 审查AI在临床MRI检查中的应用.
- 突出日本在核磁共振中对人工智能的具体贡献和独特环境.
- 探索AI在优化MRI过程和临床决策中的作用.
主要方法:
- 人工智能在MRI中的应用的叙事审查.
- 专注于研究和日本特有的特点.
- 检查AI对扫描协议,图像采集,重建,后处理,细分和报告的影响.
主要成果:
- 人工智能优化了MRI过程的各个方面,包括协议,获取和重建.
- 人工智能协助临床决策进行细分,放射治疗规划和报告.
- 日本的高MRI密度,全民医疗和数据倡议 (J-MID) 支持AI发展.
结论:
- 人工智能显著提高了临床MRI检查和决策支持.
- 日本的医疗保健系统为人工智能在MRI研究和实施中提供了有利的环境.
- 合作努力对于在临床MRI中推进AI至关重要,以提高患者护理和效率.
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