Medical Informatics Operating Room Vitals and Events Repository (MOVER): a public-access operating room database.
Medical Informatics Operating Room Vitals and Events Repository (MOVER): a public-access operating room database.
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医学信息学手术室生命体征和事件存储库 (MOVER)：一个公共访问的手术室数据库。
DOI：
10.1093/jamiaopen/ooad084
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发表时间：
2023
期刊：
影响因子：
2.1
通讯作者：
Cannesson,Maxime
中科院分区：
文献类型：
--
作者：
Samad,Muntaha;Angel,Mirana;Rinehart,Joseph;Kanomata,Yuzo;Baldi,Pierre;Cannesson,Maxime
人工智能（AI）为改变医疗保健行业带来了巨大的希望。然而，尽管人工智能具有潜力，但在很大程度上，由于缺乏公开的临床数据以及已发布的人工智能算法缺乏透明度，人工智能尚未在临床环境中广泛部署。研究人员可以公开访问的临床数据存储库很少，用于训练和测试AI算法，包含围手术期环境中的专业数据的数据库就更少了。为了解决这一差距，我们提出并发布了医疗信息学手术室生命体征和事件存储库（MOVER）。材料和方法MOVER的第一个版本包括2015年至2022年在加州大学欧文分校医学中心接受手术的成年患者。接受手术的患者的数据被捕获从2个不同的来源：高保真的生理波形从所有的手术室被捕获在真实的时间和匹配的电子病历data.ResultsMOVER包括58 799独特的患者和83 468手术的数据。MOVER可在https：//doi.org/10.24432/C5VS5G下载，任何签署数据使用协议（DUA）的人都可以下载，以限制合法研究人员的流量。讨论据我们所知，MOVER是唯一免费提供的公共数据库，包含接受手术的患者的电子健康记录和高保真生理波形数据。结论MOVER免费提供给所有签署DUA的研究人员，我们希望它能加速AI融入医疗环境，最终改善患者的预后。
ObjectivesArtificial intelligence (AI) holds great promise for transforming the healthcare industry. However, despite its potential, AI is yet to see widespread deployment in clinical settings in significant part due to the lack of publicly available clinical data and the lack of transparency in the published AI algorithms. There are few clinical data repositories publicly accessible to researchers to train and test AI algorithms, and even fewer that contain specialized data from the perioperative setting. To address this gap, we present and release the Medical Informatics Operating Room Vitals and Events Repository (MOVER).Materials and MethodsThis first release of MOVER includes adult patients who underwent surgery at the University of California, Irvine Medical Center from 2015 to 2022. Data for patients who underwent surgery were captured from 2 different sources: High-fidelity physiological waveforms from all of the operating rooms were captured in real time and matched with electronic medical record data.ResultsMOVER includes data from 58 799 unique patients and 83 468 surgeries. MOVER is available for download at https://doi.org/10.24432/C5VS5G, it can be downloaded by anyone who signs a data usage agreement (DUA), to restrict traffic to legitimate researchers.DiscussionTo the best of our knowledge MOVER is the only freely available public data repository that contains electronic health record and high-fidelity physiological waveforms data for patients undergoing surgery.ConclusionMOVER is freely available to all researchers who sign a DUA, and we hope that it will accelerate the integration of AI into healthcare settings, ultimately leading to improved patient outcomes.