大型语言模型可以指导大动脉狭窄的管理吗? 对ChatGPT和双子AI进行比较分析
Ali Sezgin1, Veysel Ozan Tanık1, Murat Akdoğan1
1Department of Cardiology, Ankara Etlik City Hospital, Ankara, Türkiye.
概括
双子AI在管理大动脉狭窄 (AS) 问题方面表现优于ChatGPT,显示出更好的准确性和准则遵守. 专家监督对于将人工智能整合到心血管保健中至关重要.
科学领域:
- 人工智能在医学中的应用
- 心血管疾病管理管理
- 在医疗保健中的自然语言处理.
背景情况:
- 大动脉狭窄症 (AS) 管理需要整合复杂的临床数据.
- 大型语言模型 (LLM) 在医疗保健中显示出潜力,但需要对膜心脏病进行评估.
- 人工智能模型在附属系统管理中的性能尚未得到充分证实.
研究的目的:
- 系统地比较ChatGPT和双子AI的AS相关问题.
- 在基于指南和临床场景的查询中评估AI性能.
- 在AS管理中评估AI的准确性,一致性和准则遵守.
主要方法:
- 根据2021年ESC/EACTS指南制定了40个AS相关问题.
- 独立地查询了ChatGPT和双子AI.
- 使用盲目心脏病专家和4分评分系统评估反应.
主要成果:
- 双子人工智能获得的平均整体得分明显高于ChatGPT (P = 0.003).
- 双子AI提供了更多符合指导方针的反应 (95.0%与72.5%相比).
- 双子人工智能在基于知识和临床场景的问题上表现出更大的一致性.
结论:
- 双子AI显示出对AS管理查询的卓越准确性,一致性和准则遵守.
- 在心血管保健中,LLM可以作为辅助工具,但需要专家监督.
- 为了在AS管理中进行临床集成,需要进一步完善AI模型.
更多相关视频
09:57Four-Dimensional Computed Tomography-Guided Valve Sizing for Transcatheter Pulmonary Valve Replacement
Published on: January 20, 2022
3.1K
06:51Author Spotlight: Development of a Minimally Invasive Large-Animal Model for Reliable and Reproducible Cardiovascular Research
Published on: October 20, 2023
1.6K
相关概念视频
Aortic Regurgitation III: Medical Management
401
Aortic regurgitation (AR) is when the aortic valve does not close or seal properly, leading to backward blood circulation from the aorta into the left ventricle during diastole. Common causes of AR include rheumatic heart disease, congenital valve defects, and aortic root dilation. Managing AR requires a multifaceted approach to alleviate symptoms, preserve left ventricular function, and address the underlying cause of the regurgitation. Patients with symptomatic AR or significant left...
401
Mitral Stenosis III: Medical Management
249
Mitral stenosis, a condition marked by the narrowing of the mitral valve, necessitates an integrated approach for effective management. This approach includes preventative measures, medical therapy, and surgical interventions to reduce symptoms and prevent complications.PreventionPrevention of mitral stenosis primarily focuses on reducing the incidence of bacterial infections, particularly streptococcal infections, which can lead to rheumatic fever and subsequent valvular damage. Timely...
249
Aneurysm III: Interprofessional Care
257
Aneurysm management involves either conservative medical therapy or surgical intervention, depending on the size and symptoms of the aneurysm. Conservative management is generally reserved for smaller, asymptomatic aneurysms, while larger or symptomatic aneurysms often necessitate surgical repair.Conservative Medical TherapyFor small, asymptomatic aneurysms, particularly abdominal aortic aneurysms (AAA) less than 5.5 centimeters in diameter, conservative medical therapy is recommended. This...
257
