首页> 外文会议>Conference on PACS and imaging informatics >What makes 'Big data'different from 'regular data' within Radiology? The easiest answer: When it no longer fits into excel!

【24h】

What makes 'Big data'different from 'regular data' within Radiology? The easiest answer: When it no longer fits into excel!

机译：是什么使放射学中的“大数据”与“常规数据”不同？最简单的答案：当它不再适合excel时！

获取原文

页面导航

摘要
著录项
相似文献
相关主题

摘要

One of the challenges of today's healthcare is that data from radiology is heterogeneous, stored and managed in silos created by PACS vendors. Also seen is a lack of coordinated use of harmonized reference information models and established healthcare standards. Radiology in Region Vaestra Goetaland has been entering the world of "Big Data" since 2006, 34 departments split into 4 private image center, 2 small-size hospital, 4 middle-sized hospital groups and one University hospital. Using the same information infrastructure as a means of collaborating and sharing information between. As an organization building for the future we must meet the values and requirements of the stakeholders and count the patient as the major actor. Can "Big Data" analytics be a valuable asset from a regional management perspective? Our initial findings indicates that this is the case, based on three different perspectives - work practice changes, understanding data quality when sharing information and introducing new services in work practice. Going from local to enterprise workflow utilizing the power of "Big Data", not only by volume but also by combining diverse sources and aggregate the information domains, visualize new trends as well as dependencies more effectively. Building trust by the use of Big Data in healthcare involves a long and winding journey, but the persevering infrastructure-oriented organization will give new ways of collaboration for the enterprise it serves. It also involves continuous negotiation with people concerning how and why they should collaborate with new actors within the region to achieve patient centric care. This will nurture a more open-minded, hopeful and life-affirming holistic approach involving all stakeholders, newcomers' specialists and patients.

机译：当今医疗保健面临的挑战之一是，放射学中的数据是异类的，存储在由PACS供应商创建的筒仓中并进行管理。还可以看到缺乏协调使用统一参考信息模型和既定的医疗保健标准。自2006年以来，Vaestra Goetaland地区的放射学已进入“大数据”世界，34个部门分为4个私人影像中心，2个小型医院，4个中型医院小组和1个大学医院。使用相同的信息基础结构作为协作和共享信息的手段。作为面向未来的组织，我们必须满足利益相关者的价值观和要求，并将患者视为主要参与者。从区域管理的角度来看，“大数据”分析是否可以成为宝贵的资产？我们的初步发现表明，基于三种不同的观点是这种情况-工作实践的变化，在共享信息时了解数据质量以及在工作实践中引入新的服务。利用“大数据”的功能，从本地到企业工作流程，不仅可以按数量进行，而且可以通过组合各种来源和汇总信息域来更有效地可视化新趋势和依存关系。通过在医疗保健中使用大数据来建立信任需要一段漫长而曲折的旅程，但是坚持不懈的面向基础架构的组织将为其服务的企业提供新的协作方式。它还涉及与人们就如何以及为什么他们应该与该地区的新参与者合作以实现以患者为中心的护理进行持续的谈判。这将培育一种更加开放的，充满希望和生命的整体方法，所有利益相关者，新来者的专家和患者都应参与进来。

著录项

来源
《Conference on PACS and imaging informatics》|2015年|941805.1-941805.8|共8页
会议地点
作者
Lindskoeld L.; Alvfeldt G.; Wintell M.;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种
中图分类
关键词
PACS; Big Data; Information Infrastructure; Metadata radiology;

机译：PACS;大数据;信息基础设施;元数据放射学;

相似文献

外文文献
中文文献
专利

1. Informatics in radiology (infoRAD): benefits of content-based visual data access in radiology. [J] . Muller H, Rosset A, Garcia A, Radiographics . 2005,第3期

机译：放射学中的信息学（infoRAD）：放射学中基于内容的可视数据访问的好处。
2. In early rheumatoid arthritis, patients with a good initial response to methotrexate have excellent 2-year clinical outcomes, but radiological progression is not fully prevented: data from the methotrexate responders population in the SWEFOT trial. [J] . Rezaei H, Saevarsdottir S, Forslind K, Annals of the Rheumatic Diseases: A Journal of Clinical Rheumatology and Connective Tissue Research . 2012,第2期

机译：在早期的类风湿关节炎中，对甲氨蝶呤具有良好初始反应的患者具有出色的2年临床预后，但放射学进展并未得到完全阻止：SWEFOT试验中来自甲氨蝶呤反应人群的数据。
3. eeFit: a Microsoft Excel-embedded program for interactive analysis and fitting of experimental dose-response data [J] . Vivaudou Michel BioTechniques . 2019,第4a5期

机译：EEFIT：微软Excel嵌入式互动分析和实验剂量响应数据配件的程序
4. What makes 'Big data'different from 'regular data' within Radiology? The easiest answer: When it no longer fits into excel! [C] . Lindskoeld L., Alvfeldt G., Wintell M. Conference on PACS and imaging informatics . 2015

机译：是什么使大数据与放射线内的“常规数据”不同？最简单的答案：当它不再适合Excel！
5. Identification of Regular Patterns Within Sparse Data Structures [D] . ?Augustine, Travis 2020

机译：识别稀疏数据结构中的常规模式
6. A dataset of clinically generated visual questions and answers about radiology images [O] . Jason J. Lau, Soumya Gayen, Asma Ben Abacha, 2018

机译：临床产生的有关放射影像的视觉问题和答案的数据集
7. Decision-making is the process of analyzing information about a problem situation and comparing it to a specific conclusion in order to solve a specific problematic (Yıkılmaz, 2001; Miller and Byrnes, 2001). Decision-making styles are a mechanism that is influenced by the internal and external conditions that determine the direction of the decisions of the individual, the content of the decision-making process, and the outcome of the decision-making process (Payne, Bettman and Johson, 1993; Bavol’ár and Orosová, 2015). ACT is a contemporary member of the Cognitive Behavioral Therapy family. ACT (Acceptance and commitment therapy) has both similar and different directions with Behavioral Therapies and Cognitive Therapies (Herbet and Forman, 2011; Hayes, 2004). KKT responds to classical behavioral treatments using both existential and cognitive approaches in the analysis of behavior. KKT is a science wing that tries to solve human problems with a wider perspective aimed at solving problematic human behaviors (Plumb, Stewart, Dahl and Lundgren, 2009). It is seen that there is very little research about the new approach of ACT approach when the aiming country of our country is screened and it is thought that our country will contribute to the field of psychological counseling with the work done. In the scope of the research, experimental and control groups and preliminary test, post-test and follow-up measurements of 2x3 experimental design were used. The study's study group consists of a total of 24 (12 experimental and 12 control groups) university students studying in different departments and levels, continuing their education in the academic year of 2015-2016 in Ağrı province and İbrahim Chechen University in 2015-2016 academic year. The average age of participants in the experiment and control group is 20. There were 12 participants in the experimental group, 7 female and 5 male, and 12 participants, 7 female and 5 male in the control group. Personal Information Form and Decision Making Style Scale prepared by the researcher were used in the research. In order to decide on the tests to be used in the course of analyzing the data, the scores of the participant's Decision Styles Scale pre-test, which are placed primarily in the experimental and control groups, it was analyzed whether the basic expectations of parametric tests were answered. As a result of the analysis made, the scores, skewness and kurtosis coefficients obtained from the Decision Making Styles Scale were given to the experimental and control groups. It was determined that the distribution was normal in the result of Shapiro-Wilk test, in which the skewness and kurtosis coefficients of each sub-scale were ranked between -1 and +1. Participants in the experimental and control groups; homogeneity test results for decision-style pre-test measurements indicate that the data are homogeneous. According to the results of the Mauchly Globalness Test, it has been determined that working supports the hypothesis. It was determined that there was no significant difference between the pre-test scores obtained from dependent decision-making style of experiment and control groups, but the test group showed lower mean scores at the significant level within the scores of post-test and follow-up tests. Therefore, it can be said that the ACT-oriented psychoeducation program applied to the experimental group reduces the dependent decision-making style scores from the decision style sub-dimensions and the psychoeducation program has a lasting effect. It was determined that there was no significant difference between pre-test, post-test and follow-up scores obtained from the Spontaneous-Instant Decision Style of experiment and control groups. Thus, it can be said that this situation does not cause a significant difference in the Spontaneous-Decision-Making Style scores from the decision style sub-dimensions of the ACT-oriented psychoeducation program applied to the experimental group. The ACT -oriented psychoeducation program had a decline in the intuitive decision-making styles of the individuals, but this decrease did not create significant differences. Thus, it can be said that this situation does not make a meaningful difference in the intuitive decision style scores from the decision style sub-dimensions of the KKT oriented psychoeducation program applied to the experimental group. The pre-test scores obtained from the rational decision-making style of the experimental and control groups showed that there was a difference between the post-test and the follow-up scores, but this difference was not significant. As a result of the analysis, it was determined that the test group had higher levels of rational decision style than the pre - test scores in the post test and follow - up scores, whereas the post test and follow - up test scores in the control group rational decision style showed a decrease compared to the pre - test scores. the pre - test scores. Decision-making Styles Scale Avoidant Decision Making As a result of the analysis of the mean scores of the subscale scores of pre-test, post-test and follow-up measures, the group effect was found to be insignificant. It was determined that the experimental and control groups differed significantly from the pre-test scores obtained from the avoidant decision-making style but did not show any significant change within the scores of the post-test and follow-up tests. [O] . mustafa ercengiz, ali haydar şar 2018

机译：决策是分析有关问题情况的信息并将其与特定结论进行比较的过程，以解决特定的问题（Yıkılmaz，2001; Miller和Byrnes，2001）。决策风格是一种机制，受到内部和外部条件的影响，确定个人决定的方向，决策过程的内容以及决策过程的结果（PAYNE，BETTMAN和BEDNE） Johson，1993;Bavol'ár和奥萨洛瓦，2015）。法案是认知行为治疗家庭的当代成员。行为（验收和承诺治疗）具有与行为疗法和认知疗法的类似和不同方向（Herbet和Forman，2011; Hayes，2004）。 KKT在分析行为中使用存在性和认知方法来响应古典行为治疗方法。 KKT是一个科学翼，试图解决人类问题，旨在解决有问题的人类行为（铅垂，斯图尔特，Dahl和Lundgren，2009）。有人认为，当我们国家的瞄准国家进行筛选时，有关行动方法的新方法几乎没有研究，并且认为我们的国家将为完成工作做出贡献的心理咨询领域。在研究的范围内，使用实验和对照组和初步测试，使用后测试和后续测量的2x3实验设计。该研究的研究小组包括共24名（12个实验和12个对照组）大学学生在不同的部门和水平上学习，在2015-2016学术上继续进行2015-2016的学术年度2015-2016学年年。实验和对照组参与者的平均年龄是20.实验组中有12名参与者，7名女性和5名男性，12名参与者，7名女性和5名男性。研究人员准备的个人信息表格和决策制定风格规模在研究中使用。为了决定在分析数据的过程中使用的测试，参与者的决策风格刻度预测的分数主要在实验和对照组中进行，分析了参数的基本期望吗？测试得到了回答。由于对实验和对照组给出了从决策曲调标度获得的分数，偏移和峰度分子系数。确定该分布是正常的在成熟的-WILK试验结果中，其中每亚级的偏差和刚度系数在-1到+1之间排名。实验和对照组的参与者;决策式预测测量的同质性测试结果表明数据是均匀的。根据毛毛环保试验的结果，已确定工作支持假设。据确定，从依赖决策风格的实验和对照组获得的预测分数之间没有显着差异，但测试组在测试后的分数内显示出较低的平均分数和后续的分数 - 测试。因此，可以说，应用于实验组的面向活动的心理教育程序减少了决策风格子维度的依赖决策风格分数，并且心理教育程序具有持久的效果。据确定，从实验和对照组自发决策风格获得的预测试，测试后和后续评分之间没有显着差异。因此，可以说这种情况不会导致从应用于实验组的活动导向的心理教育程序的决策风格分数的自发决策风格分数显着差异。行为的心理教育计划在个人直观的决策风格下降，但这种减少并没有产生显着的差异。因此，可以说，这种情况不会在从应用于实验组的KKT导向的心理教育程序的决策风格分数中产生有意义的决策风格分数。从实验和对照组的理性决策风格获得的预测分数显示后检验后和随访评分之间存在差异，但这种差异并不重要。由于分析，确定测试组的理性决策风格较高，而不是后测试和后续分数的预测分数，而对照组合理决策风格的后测试和后续测试分数显示出与预测试分数相比的减少。预测分数。决策款式扩展避免决策由于分析了预测试，测试后和后续措施的班次评分的平均分数，发现群体效应是微不足道的。确定实验和对照组从避免决策风格获得的预测评分中显着不同，但在测试后和后续测试的分数内没有显示出任何重大变化。
8. Updating ARI Educational Benefits Usage Database for Army Regular, Reserve, and Guard: 2009-2010 [R] . Young, W. 2011

机译：更新aRI教育福利用于陆军常规，预备和警卫的使用数据库：2009-2010

What makes 'Big data'different from 'regular data' within Radiology? The easiest answer: When it no longer fits into excel!

摘要

著录项

相似文献

相关主题

期刊订阅