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
The Outcomes and Interventions of Health Informatics
oferecido por
Informações sobre o curso
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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
Programa - O que você aprenderá com este curso
Semana
11 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.
5 vídeos (Total 61 mín.), 1 teste
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
Semana
21 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.
8 vídeos (Total 47 mín.), 1 teste
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
Semana
32 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.
7 vídeos (Total 84 mín.), 1 teste
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
Semana
44 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.
9 vídeos (Total 70 mín.), 2 testes
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
4.5
4 avaliaçõesPrincipais avaliações do The Outcomes and Interventions of Health Informatics
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.
I enjoyed the class sooooooo much I want to be a Mentor for the class!!
Instrutores
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
Sobre 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.
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.
Perguntas Frequentes – FAQ
Quando terei acesso às palestras e às tarefas?
Ao se inscrever para um Certificado, você terá acesso a todos os vídeos, testes e tarefas de programação (se aplicável). Tarefas avaliadas pelos colegas apenas podem ser enviadas e avaliadas após o início da sessão. Caso escolha explorar o curso sem adquiri-lo, talvez você não consiga acessar certas tarefas.
O que recebo ao me inscrever nesta Especialização?
Quando você se inscreve no curso, tem acesso a todos os cursos na Especialização e pode obter um certificado quando concluir o trabalho. Seu Certificado eletrônico será adicionado à sua página de Participações e você poderá imprimi-lo ou adicioná-lo ao seu perfil no LinkedIn. Se quiser apenas ler e assistir o conteúdo do curso, você poderá frequentá-lo como ouvinte sem custo.
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