Xinyan Wang, L. Tian, Bo Xu, Xueliang Wang, Wenjun Wu
{"title":"MOOC for Medical Big Data Research: An Important Role in Hypertension Big Data Research","authors":"Xinyan Wang, L. Tian, Bo Xu, Xueliang Wang, Wenjun Wu","doi":"10.1109/BIGDATASERVICE.2015.37","DOIUrl":null,"url":null,"abstract":"Due to limited technical and social resources, many physician practices fall short on accurate blood pressure measurement to carry out large-scale hypertension research projects. The accuracy and standard of data acquisition are very important when data sources are diverse in medical big data research. This paper proposes Massive Online Open Course (MOOC) is appropriate approach to teach volunteers necessary knowledge and skills of blood pressure measurement for hypertension research. It introduces a new citizen science \"paradigm\" to support big data research such as hypertension. MOOC is a new type online course that provides a combination of short video lectures, frequent comprehension quizzes and active participation in discussion forum. The well-trained data collectors by MOOC will be granted to collect and publish data of hypertension research. The process of medical big data research based on MOOC was introduced.","PeriodicalId":93613,"journal":{"name":"Proceedings. IEEE International Conference on Big Data Computing Service and Applications","volume":"124 1","pages":"453-455"},"PeriodicalIF":0.0000,"publicationDate":"2015-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. IEEE International Conference on Big Data Computing Service and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BIGDATASERVICE.2015.37","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
Due to limited technical and social resources, many physician practices fall short on accurate blood pressure measurement to carry out large-scale hypertension research projects. The accuracy and standard of data acquisition are very important when data sources are diverse in medical big data research. This paper proposes Massive Online Open Course (MOOC) is appropriate approach to teach volunteers necessary knowledge and skills of blood pressure measurement for hypertension research. It introduces a new citizen science "paradigm" to support big data research such as hypertension. MOOC is a new type online course that provides a combination of short video lectures, frequent comprehension quizzes and active participation in discussion forum. The well-trained data collectors by MOOC will be granted to collect and publish data of hypertension research. The process of medical big data research based on MOOC was introduced.
由于技术和社会资源的限制,许多医生缺乏准确的血压测量来开展大规模的高血压研究项目。在医疗大数据研究中,在数据来源多样化的情况下,数据采集的准确性和标准是非常重要的。大规模在线开放课程(Massive Online Open Course, MOOC)是向志愿者传授高血压研究所需的血压测量知识和技能的合适途径。它引入了一种新的公民科学“范式”来支持高血压等大数据研究。MOOC是一种集短视频讲座、频繁的理解力测验和积极参与论坛讨论为一体的新型在线课程。通过MOOC培训有素的数据采集人员将获得收集和发布高血压研究数据的权利。介绍了基于MOOC的医疗大数据研究过程。