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.
Este curso faz parte do Programa de cursos integrados Informática em saúde
oferecido por
Programa de cursos integrados Informática em saúdeUniversidade Johns HopkinsInformações sobre o curso
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Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Curso 3 de 5 no
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Nível iniciante
While there are no prerequisites, prior experience with, or knowledge of, health, healthcare, technology, and statistics are helpful.
Aprox. 7 horas para completar
Inglês
Legendas: Francês, Portuguese (European), Russo, Inglês, Espanhol
O que você vai aprender
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
Habilidades que você terá
Knowledge AcquisitionDecision TreeDecision-MakingDecision Support SystemHealth Informatics
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Curso 3 de 5 no
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Nível iniciante
While there are no prerequisites, prior experience with, or knowledge of, health, healthcare, technology, and statistics are helpful.
Aprox. 7 horas para completar
Inglês
Legendas: Francês, Portuguese (European), Russo, Inglês, Espanhol
oferecido por
Universidade Johns Hopkins
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.
Programa - O que você aprenderá com este curso
1 hora para concluir
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.
1 hora para concluir
5 vídeos (Total 61 mín.)
5 videos
Motivation: Examples20min
Should You?11min
Should You? II: HIMSS Framework13min
Does It Work?: Testing8min
Is It Used? Does It Accomplish Goals?7min
1 exercício prático
Module 1 Quiz
1 hora para concluir
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.
1 hora para concluir
8 vídeos (Total 47 mín.)
8 videos
Types of Clinical Decision Support7min
Design Phase9min
Define Phase7min
Ideate Phase2min
Prototype Phase2min
Test Phase3min
Deploy Phase9min
1 exercício prático
Module 2 Quiz30min
2 horas para concluir
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.
2 horas para concluir
7 vídeos (Total 84 mín.)
7 videos
What's in a Rule?11min
What's in a Rule? Part II10min
The Language of Rules5min
Data Dictionary and Taxonomy14min
Value Sets11min
Semantic Networks14min
Ontology15min
1 exercício prático
Module 3 Quiz30min
3 horas para concluir
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.
3 horas para concluir
9 vídeos (Total 70 mín.)
9 videos
Expert Knowledge13min
Decision Support Committee3min
Eliciting Expert Knowledge11min
The Literature13min
Data -- Knowledge7min
Statistical Methods11min
AI Dangers6min
Summary2min
1 exercício prático
Module 4 Quiz35min
Avaliações
Principais avaliações do THE OUTCOMES AND INTERVENTIONS OF HEALTH INFORMATICS
por L13 de Out de 2019
Learned that there are different ways to input and access information through a system. Also the types of thought processes on how to achieve the outcome.
por R4 de Jan de 2021
This was a great course. It was indepth and very thorough for my beginner skillset. I have enjoyed Dr. Lehmann's courses a great deal.
por DG12 de Jul de 2020
Wonderful content delivery and appropriate academic level for people new to informatics delivery.
por EJ27 de Jun de 2019
I enjoyed the class sooooooo much I want to be a Mentor for the class!!
Sobre Programa de cursos integrados Informática em saúde
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.
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Quando terei acesso às palestras e às tarefas?
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Is financial aid available?
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