相关实验视频
Updated: Sep 12, 2025

07:44
A Porcine Model of Acute Autologous Pulmonary Embolism
Published on: September 6, 2024
530
使用人工智能来改善急性偶发性肺栓塞的检测
Ronald S Kuzo1, David L Levin2, Alexander K Bratt1
1Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA.
Journal of thrombosis and haemostasis : JTH
|August 6, 2025
概括
人工智能 (AI) 在检测意外肺栓塞 (IPE) 方面表现出与放射科医生相似的灵敏度,但具有较低的积极预测值. 将人类监督与人工智能结合起来,可以改善偶发性肺栓塞检测.
科学领域:
- 放射学 放射学是一门学科.
- 人工智能的人工智能
- 医疗成像医学成像
背景情况:
- 偶然的肺栓塞 (IPE) 在放射学解释中经常被忽视.
- 人工智能 (AI) 算法为改善肺栓塞检测提供了潜在的潜力.
研究的目的:
- 评估AI算法的诊断性能与放射科医生相比,用于检测偶然的肺栓塞 (IPE).
主要方法:
- 用商业AI算法对14453次胸部,腹部和骨盆CT检查进行了回顾性审查.
- 放射科医生对AI阳性和NLP识别的IPE病例进行审查,以确认和描述.
- 重新审查负面病例以确定错过的IPE.
主要成果:
- 人工智能检测到36个额外的未报告的IPE病例,但错过了放射科医生识别的30个病例.
- 人工智能表现出与放射科医生相似的敏感性,但具有较低的积极预测值.
- 人与人工智能的合作发现了比单独的IPE更多的IPE.
结论:
- 人工智能对于IPE检测具有与放射学家相似的敏感性,但由于较低的积极预测值,需要人类监督.
- 人类解释加上人工智能的综合方法可以更好地检测偶然的肺栓塞.
相关概念视频
Pulmonary Embolism II: Diagnostic Studies and Interprofessional Care
44
Diagnosing Pulmonary EmbolismDiagnosing pulmonary embolism (PE) involves clinical assessment and advanced imaging tests. The preferred diagnostic tool is the spiral (helical) CT scan or CT angiography (CTA), which uses intravenous contrast media to visualize the pulmonary vasculature and identify emboli.A ventilation-perfusion (V/Q) scan is an alternative for patients unable to receive contrast media. This scan includes both perfusion and ventilation scanning. Perfusion scanning involves...
44
Pulmonary Embolism I: Introduction
46
Pulmonary embolism (PE) occurs when a thrombus, fat or air embolus, amniotic fluid, or tumor tissue blocks one or more pulmonary arteries. These blockages originate in the venous system or the right side of the heart.EtiologyPE primarily arises from deep vein thrombosis (DVT) and other hypercoagulable states, such as inherited thrombophilias. Additional etiological factors include venous stasis, commonly seen in obesity, and endothelial injury from surgery and trauma. Less common causes include...
46
Pulmonary Embolism III: Nursing Management
41
A pulmonary embolism occurs when a thrombus, amniotic fluid, tumor tissue, fat, or air embolus blocks one or more pulmonary arteries. Effective nursing management and patient education are crucial for improving outcomes and preventing recurrence.Nursing management starts with obtaining a comprehensive patient history, particularly noting any history of deep vein thrombosis (DVT). Assess for clinical manifestations, including dyspnea, chest pain, crackles, heart murmurs, and signs of right-sided...
41

