中的人工智能 - 应用和通往诊所的途径
Alfredo Lucas1,2, Andrew Revell1, Kathryn A Davis3,4
1Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Nature reviews. Neurology
|May 8, 2024
概括
人工智能 (AI) 正在改变治疗,为诊断和治疗提供新的工具. 成功融入临床实践需要解决当前的挑战和局限性,以改善患者管理.
科学领域:
- 神经学 神经学
- 医疗信息学 医疗信息学
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 在的应用在过去十年里显著增长.
- 人工智能在管理中的整合有望为诊断和治疗带来革命性变化.
- 人工智能在神经学中的临床转化面临挑战,需要对进展和局限性的审查.
研究的目的:
- 提供当前在中人工智能应用的概述.
- 评估AI工具在各种数据模式中的性能.
- 确定挑战并指导未来的人工智能在管理中的整合.
主要方法:
- 在中使用神经成像,电脑图像 (EEG),电子健康记录 (EHR) 和医疗设备的AI应用的审查.
- 分析AI工具用于发作检测,预测,横向化和发作区域的定位.
- 讨论临床整合的方法考虑.
主要成果:
- 人工智能工具在发作检测,预测,横向化和定位方面显示出潜力.
- 人工智能工具的性能在不同的数据模式和应用中各不相同.
- 方法上的挑战和局限性阻碍了广泛的临床采用.
结论:
- 人工智能为改善的诊断和治疗提供了巨大的潜力.
- 解决技术和临床挑战对于成功实施人工智能至关重要.
- 未来的研究应该专注于强大的验证和无集成到临床工作流程.
相关概念视频
Arteries of the Lower Limbs
188
Epilepsy is a chronic neurological disease marked by recurrent, unpredictable seizures. These seizures are caused by abnormal electrical discharges in the brain, leading to behavior, sensation, or consciousness alterations. They can also cause transient impairment of awareness, interfering with daily activities.
Various factors can trigger epilepsy, including genetic factors, brain damage, metabolic causes, and unknown etiology. Diagnosis of epilepsy involves electroencephalography (EEG), which...
Various factors can trigger epilepsy, including genetic factors, brain damage, metabolic causes, and unknown etiology. Diagnosis of epilepsy involves electroencephalography (EEG), which...
188
Antiepileptic Drugs: GABAergic Pathway Potentiators
387
γ-aminobutyric acid or GABA, plays a pivotal role as an inhibitory neurotransmitter in the brain. GABA pathway potentiators, also known as GABAergic drugs, are a class of pharmaceutical agents designed to enhance the functioning of the GABAergic system. These medications primarily treat epilepsy, a neurological disorder characterized by recurrent seizures.
The key GABA pathway potentiators used in epilepsy management are as follows.
Benzodiazepines are a well-known class of drugs used for...
The key GABA pathway potentiators used in epilepsy management are as follows.
Benzodiazepines are a well-known class of drugs used for...
387


