用计算机断层扫描进行穿孔器选择 血管学用于单侧乳腺重建:临床多中心分析
Ishith Seth1, Bryan Lim1, Robert Phan1
1Department of Plastic and Reconstructive Surgery, Peninsula Health, Melbourne 3199, Australia.
Medicina (Kaunas, Lithuania)
|September 28, 2024
概括
经验丰富的整形外科医生和人工智能模型更喜欢DIEP手术用于自主乳房重建. 虽然人工智能看起来很有前途,但它的图像解释需要进一步改进以获得临床可靠性.
科学领域:
- 整形外科 整形外科 整形外科
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 计算机断层扫描血管造影 (CTA) 对于计划自主乳房重建至关重要.
- 外科医生对腹部供体部位的偏好各不相同.
- 大型语言模型 (LLM) 可能有助于解释医疗图像.
研究的目的:
- 为了比较整形外科医生的穿孔器选择偏好与LLMs使用CTA图像进行乳房重建.
- 评估LLM在推自主乳房重建技术方面的表现.
主要方法:
- 六位经验丰富的整形外科医生审查了10张CTA图像,选择了首选的腹部侧面和重建类型.
- 四个受欢迎的LLM (ChatGPT-4o,ChatGPT-4,Bing CoPilot,Claude) 被要求执行同样的任务.
- 对外科医生和LLM的决定进行了比较.
主要成果:
- 83%的外科医生更喜欢使用DIEP (深下腹膜穿孔器) 程序.
- 在LLM中,主要推DIEP (90-100%).
- 外科医生和法学士在侧面选择方面显示了微小的差异,但对DIEP偏好有很强的共识.
结论:
- 外科医生和法学士都始终赞成DIEP用于自主乳房重建.
- LLM 显示出潜力,但在图像解释准确性方面存在局限性.
- 人工智能辅助决策支持系统需要进一步开发以实现临床整合.
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