以下是VitalDB数据库的一些主要特点和功能。 1.数据模型与表示:VitalDB使用了专门设计的数据模型,能够准确地表示生理学数据的特点和结构。它支持多种类型的生理信号数据,并为每种类型定义了相应的存储结构和操作规则。这使得研究人员和医疗专业人士能够方便地存储、查询和分析各种生理信号数据。 2.高效的存储和检索:...
与之前报道的公共多参数生物信号数据集不同,VitalDB是第一个专门关注围手术期患者护理的公共生物信号数据集,其特点是包含多参数高分辨率波形和数值数据。自2017年首次发布VitalDB数据集以来,它已被用于各种大数据研究,例如:基于深度学习的动脉压波形心输出量算法、基于深度学习的静脉麻醉药物药代动力学-药效研究、脑电双...
VitalDB数据库系统支持多种数据模型,包括关系型数据、时间序列数据以及图数据等。它提供了一套丰富的数据操作接口和查询语言,使用户可以方便地进行数据的插入、更新、删除和查询。 VitalDB数据库系统的核心特性包括: 1.实时处理和分析:VitalDB具有优秀的吞吐量和低延迟的数据处理能力,能够实时地处理和分析大规模的数据...
VitalDB 是首个专注于围手术期患者护理的公共生物信号数据集，将极大促进生物信号研究和开发。生命体征数据库（VitalDB）的构建旨在解决生物信号算法开发或改进中缺乏大规模、高分辨率生物信号数据的问题。该数据库包括手术期间的前瞻性记录，以及术后患者信息通过医院电子病历系统回顾性获取。数据的获取和免费...
VitalLab, Department of Anesthesiology and Pain Medicine, Seoul National University Hospital https://vitaldb.org Achievements Block or Report Popular repositoriesLoading examplesexamplesPublic Jupyter Notebook3223 pyvitalpyvitalPublic Open source python implementation of medical algorithms ...
Here is 1 public repository matching this topic... Intra-operative hypotension prediction machinesklearnprediction-modelminirocketvitaldb UpdatedNov 29, 2023 Python Improve this page Add a description, image, and links to thevitaldbtopic page so that developers can more easily learn about it. ...
The VitalDB (Vital Signs DataBase) is an open dataset created specifically to facilitate machine learning studies related to monitoring vital signs in surgical patients. This dataset contains high-resolution multi-parameter data from 6,388 cases, including 486,451 waveform and numeric data tracks of...
VitalUtils https://vitaldb.github.io/vitalutilsAbout Open source code for processing vital files Resources Readme License BSD-3-Clause license Activity Stars 15 stars Watchers 3 watching Forks 14 forks Report repository Releases 2 Utilities for VitalDB Latest Apr 30, 2022 + 1 release...
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The VitalDB (Vital Signs DataBase) is an open dataset created specifically to facilitate machine learning studies related to monitoring vital signs in surgical patients. This dataset includes high-resolution multi-parameter intraoperative vital signs from 6,388 non-cardiac surgery in the 10 operating ...