Acerca de este Curso
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100 % en línea

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Fechas límite flexibles

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Nivel principiante

While there are no prerequisites, prior experience with, or knowledge of, health, healthcare, technology, and statistics are helpful.

Aprox. 13 horas para completar

Sugerido: 5 hours/week...

Inglés (English)

Subtítulos: Inglés (English)

Qué aprenderás

  • Check

    Articulate different forms of clinical and population level data.

  • Check

    Describe the data required to answer a healthcare information problem.

  • Check

    Distinguish between data questions and data queries when dealing with a healthcare information problem.

Habilidades que obtendrás

Data ScienceDatabase (DBMS)Data AnalysisHealth Informaticsdata querying

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.

Nivel principiante

While there are no prerequisites, prior experience with, or knowledge of, health, healthcare, technology, and statistics are helpful.

Aprox. 13 horas para completar

Sugerido: 5 hours/week...

Inglés (English)

Subtítulos: Inglés (English)

Programa - Qué aprenderás en este curso

Semana
1
2 horas para completar

Introduction to Databases and Data Types

In this module, we will begin by introducing and defining databases, and placing the role of databases within the context of clinical informatics. We will continue by introducing the common health data types such as demographics, diagnosis, medications, procedures, and utilization data. We will finish this module by reviewing the emerging health data such as lab orders/results, vital signs, social data, and patient-generated data.

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6 videos (Total 95 minutos), 1 quiz
6 videos
Common Data Types II14m
Common Data Types III11m
Emerging Data Types18m
1 ejercicio de práctica
Module 1 Quiz30m
Semana
2
2 horas para completar

Data Sources and Data Challenges

In this module, we review the data specifications extracted from insurance claims and electronic health records. We will then discuss the common challenges in using health data, specifically issues with data quality, data interoperability, and data system architectures. Finally, we will describe the “Big Data” challenges of health data and explain some of the data problems that may hinder analytical efforts.

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5 videos (Total 88 minutos), 1 quiz
5 videos
Data Challenges II15m
Data Challenges III18m
1 ejercicio de práctica
Module 2 Quiz30m
Semana
3
1 hora para completar

Formulating Data Questions

With this understanding of the data available, it’s time to see how to turn questions you and your colleagues will have into queries the database can understand. Besides getting rules of thumb for doing this translation, you will also be introduced to three online tools available to test some of these skills. You will also watch an interview with Sam Meiselman, course instructor and the data manager in charge of the Johns Hopkins Enterprise Data Warehouse, who has to use these skills on a daily basis.

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6 videos (Total 46 minutos), 1 quiz
6 videos
i2b2 Demo15m
HealthData.Gov Demo6m
HCUPNet Demo6m
1 ejercicio de práctica
Module 3 Quiz30m
Semana
4
5 horas para completar

Real World Applications of Data Science in Health Informatics

To send home the recurring message on the challenges and art of translating questions into queries, you will see interviews with two professionals: One who comes from the data management side of the equation, and one who comes from the domain. They will give you perspectives that are both similar (the need to understand the problem for which the data are being retrieved) and different (the multiplicity of data available vs the richness of the domain problem).

...
8 videos (Total 77 minutos), 2 quizzes
8 videos
Interview with Bonnie Woods18m
Interview with Brandyn Lau, Part I7m
Interview with Brandyn Lau, Part II12m
Interview with Brandyn Lau, Part III8m
Wrap Up1m
1 ejercicio de práctica
Module 4 Quiz30m

Instructores

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Hadi H. K. Kharrazi, MD, Ph.D

Assistant Professor
Bloomberg School of Public Health
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Sam Meiselman

Senior Software Engineer
Enterprise Data Warehouse

Acerca de Universidad 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....

Acerca del programa especializado Informática médica

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....
Informática médica

Preguntas Frecuentes

  • Una vez que te inscribes para obtener un Certificado, tendrás acceso a todos los videos, cuestionarios y tareas de programación (si corresponde). Las tareas calificadas por compañeros solo pueden enviarse y revisarse una vez que haya comenzado tu sesión. Si eliges explorar el curso sin comprarlo, es posible que no puedas acceder a determinadas tareas.

  • Cuando te inscribes en un curso, obtienes acceso a todos los cursos que forman parte del Programa especializado y te darán un Certificado cuando completes el trabajo. Se añadirá tu Certificado electrónico a la página Logros. Desde allí, puedes imprimir tu Certificado o añadirlo a tu perfil de LinkedIn. Si solo quieres leer y visualizar el contenido del curso, puedes auditar el curso sin costo.

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