呼吸道管理中的人工智能:叙事性审查
Massimiliano Sorbello1, Luigi La Via2, Daniele S Paternò3
1Department of Medicine and Surgery, Kore University, Enna, Italy; Department of Anaesthesia and Intensive Care, "Giovanni Paolo II" Hospital, ASP 7 Ragusa, Italy.
British journal of anaesthesia
|February 5, 2026
概括
人工智能 (AI) 通过改善难以预测的气道和视频喉科指导来增强气道管理. 人工智能提供认知支持和个性化的教育,但人类的专业知识仍然是必不可少的,需要仔细验证和道德框架.
科学领域:
- 麻醉学 麻醉学
- 医疗信息学 医疗信息学
- 人工智能在医学中的应用
背景情况:
- 呼吸道管理在患者护理中至关重要.
- 预测困难的气道和优化程序仍然是一个挑战.
- 关键事件期间的认知支持对于患者安全至关重要.
研究的目的:
- 审查当前和新兴的人工智能 (AI) 在气道管理中的应用.
- 评估AI在预测困难的呼吸道,增强视频喉科和提供认知支持方面的潜力.
- 讨论人工智能在气道管理中的挑战和未来方向.
主要方法:
- 关于人工智能在气道管理中的结构化文献搜索 (完成于2025年7月).
- 对AI应用在预测,程序指导,认知支持,教育和机器人的分析.
- 审查人工智能模型的性能,包括积极的预测值.
主要成果:
- 人工智能在预测困难的呼吸道方面表现出有希望,具有改进的,尽管不完美的,积极的预测值.
- 由人工智能驱动的视频喉科系统提供实时指导和验证,可能减少并发症.
- 人工智能提供认知支持,通过虚拟现实增强医学教育,并在机器人输管训练中显示出潜力.
结论:
- 人工智能可以显著补充人类在气道管理方面的专业知识,改善预测和程序结果.
- 挑战包括临床医生失业,算法透明度,以及需要强有力的验证.
- 人机协作,道德框架和监管监督对于安全的AI在医疗保健中的实施至关重要.
相关概念视频
Cardiopulmonary Resuscitation II: ACLS Airway Management
677
Airway management is a key skill in emergency and critical care settings, as maintaining a clear airway is essential for adequate oxygenation and ventilation.Head Tilt-Chin Lift TechniqueThe head tilt-chin lift maneuver is an essential technique primarily used in patients without suspected cervical spine injuries. To perform this maneuver, one hand is placed on the patient’s forehead, and gentle pressure is applied backward to tilt the head. The fingertips of the other hand are positioned...
677
Cardiopulmonary Resuscitation V: Advanced Airway Management Techniques
561
Airway management is essential in emergency and surgical medicine, ensuring ventilation and oxygenation in patients who cannot maintain their own airway. Clinicians use a range of techniques and devices to secure the airway, depending on the patient’s condition and the clinical context. Key methods include endotracheal intubation, rapid sequence intubation (RSI), supraglottic airway devices, and advanced visualization aids. In cases where these approaches fail, surgical airway...
561
Review and Preview
8.4K
In statistics, several tools are used to interpret the data. Measures of central tendency represent the characteristics of the data, such as mean, median, and mode. Additionally, measures of variance like standard deviation and range are used to find the spread of data from the mean. Relative standing measures the distance between data locations. Commonly used measures of relative standings are percentile, z score, and quartiles.
Percentiles are a type of fractile that partition data into...
Percentiles are a type of fractile that partition data into...
8.4K
Review and Preview
11.5K
Data are individual items of information obtained from a population or sample. Data may be classified as qualitative (categorical), quantitative continuous, or quantitative discrete. Because it is not practical to measure the entire population in a study, researchers use samples to represent the population. A random sample is a representative group from the population chosen by using a method that gives each individual in the population an equal chance of being included in the sample. Random...
11.5K
Intelligence
8.7K
The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
8.7K
Measures of Intelligence
8.5K
Psychologists measure intelligence by using standardized tests that produce a score known as the intelligence quotient or IQ. To understand IQ tests, it's important to recognize the key principles behind their construction: validity, reliability, and standardization.
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
8.5K


