世界上第一个能够进行专家级临床脑电图解释的人工智能模型-动脉网

World's First AI Model Capable of Expert-Level Clinical EEG Interpretation

HospiMedica 等信源发布 2024-08-13 04:58

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An electroencephalogram (EEG) is a test used to measure electrical activity in the brain. While visual EEG review is considered the gold standard for identifying abnormalities, it requires extensive clinical resources and years of specialized training. Now, the world’s first artificial intelligence (AI)--based model can provide a comprehensive interpretation of clinical EEGs with accuracy comparable to that of medical experts..

脑电图（EEG）是一种用于测量大脑电活动的测试。虽然视觉脑电图检查被认为是识别异常的金标准，但它需要广泛的临床资源和多年的专业培训。现在，世界上第一个基于人工智能（AI）的模型可以提供临床脑电图的全面解释，其准确性与医学专家相当。。

Natus Medical (Middleton, WI, USA) has introduced autoSCORE, a groundbreaking AI model capable of automatically and comprehensively interpreting clinical EEGs with accuracy on par with that of medical professionals. Developed by Holberg EEG (Bergen, Norway), autoSCORE utilizes a deep-learning model trained on the world’s largest dataset of over 30,000 expertly labeled EEG recordings.

Natus Medical（美国威斯康星州米德尔顿）推出了autoSCORE，这是一种开创性的人工智能模型，能够自动全面地解释临床脑电图，其准确性与医学专业人员相当。autoSCORE由Holberg EEG（挪威卑尔根）开发，它利用了一种深度学习模型，该模型是在世界上最大的数据集上训练的，该数据集包含30000多个经过专业标记的EEG记录。

The development and validation of the model were meticulously designed to minimize common errors and biases, focusing on key aspects essential to clinical EEG interpretation..

该模型的开发和验证经过精心设计，以最大程度地减少常见错误和偏见，重点关注临床脑电图解释必不可少的关键方面。。

The AI-powered autoSCORE application is intended to help neuro care teams conduct EEG data analysis more efficiently and consistently. Unlike traditional spike and seizure detectors, autoSCORE thoroughly assesses EEG data for a range of clinically significant abnormalities and provides study-level assessments, indicating whether an EEG study is normal or abnormal.

人工智能驱动的autoSCORE应用程序旨在帮助神经护理团队更有效和一致地进行脑电图数据分析。与传统的尖峰和癫痫发作检测器不同，autoSCORE彻底评估了一系列临床上显着异常的脑电图数据，并提供了研究级别的评估，表明脑电图研究是正常还是异常。

A 2023 study published in JAMA found that autoSCORE consistently achieved accuracy, sensitivity, and specificity near or above 90%. The study also demonstrated that autoSCORE performs on par with leading human experts, surpassing other similar AI models on the market. The autoSCORE application has received clearance from the U.S.

《美国医学会杂志》（JAMA）发表的一项2023年的研究发现，autoSCORE始终能达到接近或高于90%的准确性，敏感性和特异性。该研究还表明，autoSCORE的性能与领先的人类专家不相上下，超过了市场上其他类似的人工智能模型。autoSCORE应用程序已获得美国的许可。

Food and Drug Administration for use with routine EEG studies and is currently available in the United States, exclusively with Natus NeuroWorks EEG Software Version 10..

美国食品和药物管理局（FDA）用于常规脑电图研究，目前在美国仅可使用Natus NeuroWorks脑电图软件版本10。。

'The development of the world's first AI model capable of reading clinical EEGs at the level of the best experts in the world is a significant accomplishment,' said Harald Aurlien, co-founder of Holberg EEG. 'The partnership and distribution agreement with Natus, one of the world's largest EEG companies, will help bring this innovative solution to customers around the world.'.

Holberg EEG联合创始人哈拉尔德·奥里恩（HaraldAurlien）说：“世界上第一个能够以世界上最好的专家水平阅读临床脑电图的人工智能模型的开发是一项重大成就。”与世界最大的EEG公司之一Natus的合作和分销协议将有助于将这一创新解决方案带给世界各地的客户。”。

'The autoSCORE application has the potential to improve clinical outcomes and value of care for the millions suffering from epilepsy,' added Natus Neuro Chief Executive Officer Chris Landon. 'This newly launched solution represents the first of what we expect will be a series of innovative AI applications at Natus designed to deliver efficiency and quality improvements across healthcare.'.

Natus Neuro首席执行官克里斯·兰登（ChrisLandon）补充道：“autoSCORE应用程序有可能改善数百万癫痫患者的临床结果和护理价值。”这一新推出的解决方案代表了我们预计Natus将推出的一系列创新AI应用程序中的第一个，旨在提高整个医疗保健的效率和质量。”。