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Updated: Sep 20, 2025

International Expert Consensus and Recommendations for Neonatal Pneumothorax Ultrasound Diagnosis and Ultrasound-guided Thoracentesis Procedure
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肺胸部诊断的深度学习:系统性审查和元分析

Takahiro Sugibayashi1, Shannon L Walston1, Toshimasa Matsumoto1,2

  • 1Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.

European respiratory review : an official journal of the European Respiratory Society
|June 7, 2023
PubMed
概括

深度学习 (DL) 模型的诊断性能与医生用于肺胸部检测的诊断性能相似. 然而,大多数研究都有高偏差风险,这表明需要在该领域进一步进行人工智能研究.

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Pneumothorax is a medical condition defined by the buildup of air in the pleural space between the lungs and the chest wall. This accumulation of air can lead to partial or complete lung collapse, resulting in a range of clinical manifestations. Understanding the clinical presentation and effective management strategies is crucial for healthcare professionals in providing timely and appropriate care to individuals with pneumothorax.
Clinical Manifestations:
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A pneumothorax is a condition where air builds up in the space between the lung and the chest wall, causing the lung to collapse. This condition arises when air enters the space between the parietal and visceral pleura, disrupting the negative pressure essential for lung inflation. This can lead to a partial or complete collapse of the lung.
Pneumothorax can be even further classified as spontaneous, traumatic, and tension pneumothorax.
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Cardiopulmonary Resuscitation II: ACLS Airway Management

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Description
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