For clinical data science to be effective in healthcare—to achieve the outcomes desired—it must translate into decision support of some sort, either at the patient, clinician, or manager level. By the end of this course, students will be able to articulate the need for an intervention, to right size it, to choose the appropriate technology, to describe how knowledge should be obtained, and to design a monitoring plan.
提供方
課程信息
4,161 次近期查看
您將學到的內容有
Identify opportunities for healthcare informatics interventions.
Apply a structured framework for articulating the components of decision support.
Design knowledge acquisition for decision support.
Outline a health informatics solution for decision support
您將獲得的技能
Knowledge AcquisitionDecision TreeDecision-MakingDecision Support SystemHealth Informatics
教學大綱 - 您將從這門課程中學到什麼
週
1完成時間為 1 小時
Knowing Where to Intervene
In this module, you will be introduced to the course through a range of decision support interventions used in health care. We will examine the Five Rights of decision support and go on to discuss the basics for deciding whether to build an intervention and, having done so, how to evaluate it.
5 個視頻 （總計 61 分鐘）, 1 個測驗
5 個視頻
Should You?11分鐘
Should You? II: HIMSS Framework13分鐘
Does It Work?: Testing8分鐘
Is It Used? Does It Accomplish Goals?7分鐘
1 個練習
Module 1 Quiz
週
2完成時間為 1 小時
Defining Decision Support
In this module, we will focus on issues of design, both for decision support and as they apply more broadly across multiple environments.
8 個視頻 （總計 47 分鐘）, 1 個測驗
8 個視頻
Types of Clinical Decision Support7分鐘
Design Phase9分鐘
Define Phase7分鐘
Ideate Phase2分鐘
Prototype Phase2分鐘
Test Phase3分鐘
Deploy Phase9分鐘
1 個練習
Module 2 Quiz30分鐘
週
3完成時間為 2 小時
Using Transactional and Summative Data and Knowledge for Decision Support
In this module, we return to decision support, focusing on rules-- the key structure in most decision support. We'll provide a key framework for making sure you have all the minimum components for ensuring a successful implementation. We'll also address issues of languages used by rules and how to keep rules consistent within and between institutions.
7 個視頻 （總計 84 分鐘）, 1 個測驗
7 個視頻
What's in a Rule? Part II10分鐘
The Language of Rules5分鐘
Data Dictionary and Taxonomy14分鐘
Value Sets11分鐘
Semantic Networks14分鐘
Ontology15分鐘
1 個練習
Module 3 Quiz30分鐘
週
4完成時間為 4 小時
Eliciting and Creating Knowledge for Decision Support
In this module, we will go behind the scenes of decision support, examining where and how we get the knowledge that drives decision support --including data science-- for generating knowledge from data.
9 個視頻 （總計 70 分鐘）, 2 個測驗
9 個視頻
Expert Knowledge13分鐘
Decision Support Committee3分鐘
Eliciting Expert Knowledge11分鐘
The Literature13分鐘
Data -- Knowledge7分鐘
Statistical Methods11分鐘
AI Dangers6分鐘
Summary2分鐘
1 個練習
Module 4 Quiz35分鐘
4.8
1 個審閱來自The Outcomes and Interventions of Health Informatics的熱門評論
I enjoyed the class sooooooo much I want to be a Mentor for the class!!
講師
Harold P. Lehmann, MD, Ph.D.
Professor and DirectorDivision of Health Sciences Informatics
Paul Nagy, PhD, FSIIM
Associate Professor of RadiologyDivision of Health Sciences Informatics
關於 约翰霍普金斯大学
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
關於 医学信息学 專項課程
This Specialization is intended for health professionals, administrators, health IT staff, vendors, startups, and patients who need or want to participate in the health IT/informatics process. Throughout the five courses of this Specialization, you will learn about the social and technical context of health informatics problems, how to successfully implement health informatics interventions, how to design a health informatics solution for decision support, and how to answer a health informatics problem through data retrieval and analysis.
常見問題
我什么时候能够访问课程视频和作业？
注册以便获得证书后，您将有权访问所有视频、测验和编程作业（如果适用）。只有在您的班次开课之后，才可以提交和审阅同学互评作业。如果您选择在不购买的情况下浏览课程，可能无法访问某些作业。
我订阅此专项课程后会得到什么？
您注册课程后，将有权访问专项课程中的所有课程，并且会在完成课程后获得证书。您的电子课程证书将添加到您的成就页中，您可以通过该页打印您的课程证书或将其添加到您的领英档案中。如果您只想阅读和查看课程内容，可以免费旁听课程。
退款政策是如何规定的？
有助学金吗？
還有其他問題嗎？請訪問 學生幫助中心。
