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所在平台: Udemy |
课程主页: https://www.udemy.com/course/h16-advanced-analytics-in-healthcare-plain-simple/
课程评论：没有评论
课程名称：医疗保健数据分析入门，简单明了 课程概述：医疗保健行业的数据源源不断，包括电子健康记录、移动设备、药店、实验室结果、基因组（DNA）和环境数据等。然而，从这些数据中获得“洞察”的能力却十分匮乏，而这些洞察是我们做出智能护理和治疗决策的基础。要从大量数据中生成可操作的洞察常常需要使用复杂的算法和计算设备，以便将不同的数据整合为真正的“信息”。本课程将带领学员经历从数据到信息，再到预测并改变未来护理的旅程，以简单易懂的方式呈现。 本课程涵盖的主题包括： - 什么是基础分析？ - 什么是高级分析？ - 描述性分析 - 诊断性分析 - 预测性分析 - 处方性分析 - 高级分析的挑战 课程旨在使用非医疗和医疗环境中的众多实例，以简单易懂的格式介绍医疗信息系统的基本概念，打破传统媒体中复杂、难以理解的表达方式，适合初级和中级学习者。内容基于作者在医疗信息系统领域35年的丰富经验，涵盖产品设计与发布、市场营销、业务发展及高层管理（包括公司总裁），并结合其在大学环境中教授研究生课程的15年经验。
There is no shortage of data in healthcare. There is data from our Electronic Healthcare Records, all our mobile devices, pharmacies, lab results, genomics (DNA), and environmental data to name only a few. There IS a shortage of "Insights" that we gather from all this data, from which we can make intelligent decisions on care and treatment. Generation of actionable insights from this large volume of data often requires the use of sophisticated algorithms and computing devices to pull together disparate data in a way that produces true "Information".This class takes us through that journey from data.to information.to predicting and changing future care, in a simple and understandable format. The topics covered in this "Advanced Analytics in Healthcare" course are:What is Basic Analytics?What is Advanced AnalyticsDescriptive AnalyticsDiagnostic AnalyticsPredictive AnalyticsPrescriptive AnalyticsThe Challenges of Advanced AnalyticsThe basic concepts behind Healthcare Information Systems are often presented in a very complex, difficult to understand style. This "PLAIN AND SIMPLE" series on Healthcare Information Systems is different. It strives to introduce the basic concepts of information technology and systems in a very simple and easy to understand format using many examples from both non-healthcare and healthcare environments. This course is targeted at the entry level (Basic and Intermediate Level) learner.The content of the series is based on the author's 35 years experience in the healthcare information systems business. This experience spans product design and launch, marketing, business development and executive management (including president). In addition, it is based on 15 years teaching at the graduate level in the University environment.
