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Identifying Important Skill Sets to Support Healthcare Data Processing and Analytics: An Empirical Examination of Perceptions from HIT Practitioners

机译：识别支持医疗保健数据处理和分析的重要技能：来自HIT从业者的感知的经验检验

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Business intelligence (BI) is a set of methods and technologies that can provide analytical power to help the healthcare industry to tackle the challenges brought by ever-growing and complex medical data. However, such component is largely missing from current health information technology (HIT) or health informatics (HI) educational programs. To develop a successful HIT or HI curriculum, it is critical to first identify sets of important skills that a HIT or HI graduate should possess, especially from HIT professionals' perspective. In this paper, we investigated the current HIT educational programs, BI industry, and healthcare-related BI job listings. We developed a web-based questionnaire to study HIT practitioners' perceptions of BI and the skill sets in the field that they think important. The implementation strategy and implications of our study are discussed.

机译：商业智能（BI）是一套可以提供分析能力的方法和技术，可以帮助医疗保健行业应对不断增长的复杂医疗数据带来的挑战。但是，当前的健康信息技术（HIT）或健康信息学（HI）教育计划在很大程度上缺少了此类组件。要开发成功的HIT或HI课程，至关重要的是首先确定HIT或HI毕业生应具备的重要技能，尤其是从HIT专业人员的角度而言。在本文中，我们调查了当前的HIT教育计划，BI行业以及与医疗保健相关的BI职位清单。我们开发了一个基于Web的调查表，以研究HIT从业人员对BI的看法以及他们认为重要的领域的技能。讨论了我们的研究的实施策略和意义。

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《Americas conference on information systems》|2014年|2650-2661|共12页
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作者
Lei Li; Chi Zhang; Guangzhi Zhang;
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Business Intelligence; Skill Set; Health Information Technology; Health Informatics;

机译：商业智能;技能;健康信息技术;健康信息学;

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2. Exploratory Analysis to Identify Concepts, Skills, Knowledge, and Tools to Educate Business Analytics Practitioners [J] . Marina E. Johnson, Abdullah Albizri, Rashmi Jain Decision Sciences Journal of Innovative Education . 2020,第1期

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机译：探索性分析，以确定教育业务分析从业者的概念，技能，知识和工具
4. Identifying Important Skill Sets to Support Healthcare Data Processing and Analytics: An Empirical Examination of Perceptions from HIT Practitioners [C] . Lei Li, Chi Zhang, Guangzhi Zhang Americas conference on information systems . 2014

机译：识别支持医疗数据处理和分析的重要技能：对击中从业者的看法的实证检查
5. Correlates and effects of data-informed decision-making: An empirical examination of the loose coupling theory using a national data set. [D] . Gao, Xingyuan. 2016

机译：数据明智决策的相关性和影响：使用国家数据集的松耦合理论的实证研究。
6. Communication and Coordination Processes Supporting Integrated Transitional Care: Australian Healthcare Practitioners’ Perspectives [O] . Dr. Jacqueline Allen, Professor Alison M. Hutchinson, Dr Rhonda Brown, 2020

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7. ABSTRACT Various body parts or organs can be analysed to identify the different diseases in the human body. Fingernail analysis is one of the ways to identify disease in the human body. Nails are the body part which are farthest from the heart and therefore receive oxygen at last. As a result the nails are the first who show the symptoms of a disease in the human body. Fingernails can be easily captured for diagnosis and there are no heavy equipment or no specific conditions required to use nail image for disease diagnosis, like in other tests and scanning processes. Human nails deliver beneficial information about complaints or any nutritive imbalances in the human body depending upon their shape, texture and colour. In human beings, numerous systemic and skin diseases can be easily analyzed through careful examination of nails of both the limbs. A lot of nail illnesses have been found to be primary signs of numerous underlying systemic illnesses. The colour, texture or shape changes in nails are signs of many diseases mainly affecting nails. Considering all these properties of nails a system is proposed that uses digital image processing (DIP) methods for identifying such changes in the human nail to get more precise results and predict numerous diseases effortlessly. With the emerging Internet of Things (IOT) concept the generated report is made available remotely, this will help users to reduce transportation efforts. As the system has to deal with large and private data, the security of data must be ensured. To keep the data confidential, the Blockchain concept which is one of the most emerging concepts in the field of data management is used. The paper contains the implementation of the digital image processing for feature extraction of nail images, usage of IOT (ThingSpeak cloud) for data storage and implementation of Blockchain to keep the system secured and theft free. KEY WORDS: Int ernet of thin gs (IOT), Image proc essin g, Thin gSpeak, RG B vavalues, Mean pi xel vavalues, Bloc kchain , Hash key. Disease Diagnostic System: Abnormalities in Human Nail [O] . Pranav S. Wazarkar 2020

机译：摘要的各个身体部位或器官可被分析以识别在人体内的不同的疾病。指甲分析来识别人体疾病的方法之一。指甲是身体一部分是离心脏最远，因此在最后接受氧气。作为结果，指甲是第一谁表现出人体疾病的症状。指甲可以容易地捕获用于诊断和没有重装或需要使用指甲图像用于疾病诊断，比如在其他测试和扫描过程没有特定的条件。人的指甲提供有关投诉或取决于它们的形状，纹理和色彩在人体内的任何营养失衡有益的信息。在人类中，许多全身性皮肤疾病是可以很容易地通过两个四肢指甲的仔细检查分析。很多指甲病已发现众多潜在系统性疾病的主要症状。在指甲的颜色，质地和形状的变化是许多疾病主要影响指甲的迹象。考虑到所有的指甲的这些性能的系统被提出，用于识别人指甲这样的变化以获得更精确的结果，并毫不费力预测许多疾病用途的数字图像处理（DIP）方法。随着物联网（IOT）的概念，新兴的互联网将生成的报告提供远程，这将帮助用户降低运输工作。由于系统必须处理大量的私人数据，数据的安全性必须得到保证。为了保持数据的机密性，使用Blockchain的概念，它是在数据管理领域的大多数新兴的概念之一。本文包含了数字图像处理的指甲图像，IOT（ThingSpeak云）的使用为数据存储和执行Blockchain的特征提取的执行，以保持固定的系统和盗窃免费。关键词：诠释薄GS（IOT），图像的ERNET PROC essin克，薄型gSpeak，RG乙vavalues，平均数PI XEL vavalues，阵营kchain，哈希密钥。疾病诊断系统：在人类指甲异常

Identifying Important Skill Sets to Support Healthcare Data Processing and Analytics: An Empirical Examination of Perceptions from HIT Practitioners

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