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Healthcare Data Management and Interfaces · LearnSpace
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courseraIT и технологии

Healthcare Data Management and Interfaces

Курс от Illinois Tech
Уровень не указан≈ 14.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course provides healthcare professionals and students in health informatics with a comprehensive understanding of healthcare data management and interfaces. Participants will learn about key standards such as CDA, CCD, and USCDI, and how to apply these standards to ensure accurate and interoperable health records. The course will also cover the differences between structured and unstructured data and their implications for patient care. In addition, learners will explore HL7 v2, HL7 FHIR, and SMART on FHIR, and gain hands-on experience using SNOMED CT, LOINC, and RxNorm for structuring health data. The course will evaluate the role of ontologies in semantic interoperability, identify challenges in interoperability, and propose solutions. Finally, participants will assess the potential of blockchain and IoT applications for secure health data exchange.

Навыки, которые вы освоите

Data MappingInteroperabilityData IntegrationData ModelingHealth TechnologyExtensible Markup Language (XML)Health CareHealth InformaticsData TransformationClinical Data ManagementAuthorization (Computing)Medical RecordsData ManagementClinical InformaticsData SharingEmerging TechnologiesClinical DocumentationInternet Of ThingsUnstructured DataHealth Information Management

Программа курса

3 модулей · 65 учебных материалов

01Fundamental Healthcare Data Standards41 материалов

Course Welcome

About the SpecializationВидеоWelcome and Course OverviewВидеоInstructor IntroductionВидеоSyllabusЧтение

Учитесь у экспертов

Frank Naeymi-Rad

Преподаватель курса

Healthcare Data Management and Interfaces
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Обучение на Coursera

≈ 14.6 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский

Часть программы вашего университета
Meet & Greet the ClassОбсуждение

Module 1 Overview

Module 1 OverviewЧтениеModule 1 ReadingsЧтение

Lesson 1 Structured and Unstructured Data in Healthcare

Module 1 Lesson 1 Video Slides - Structured vs. Unstructured Clinical DataЧтениеC2M1L1.1 Lesson Overview and Definition of Unstructured DataВидеоC2M1L1.2 Challenges of Unstructured DataВидеоC2M1L1.3 Structured DataВидеоC2M1L1.4 Role of Structured Data in InteroperabilityВидеоC2M1L1.5 Role of Structured Data in AnalyticsВидеоC2M1L1.6 Impact on Patient CareВидео

Lesson 2 Foundational Interoperability Standard

Module 1 Lesson 2 Video Slides - Introduction to HL7, CDA, CCDЧтениеC2M1L2.1 Lesson Overview and Definition of Health Level Seven (HL7)​ВидеоC2M1L2.2 HL7 v2 - Foundational Interoperability Standard​ВидеоC2M1L2.3 HL7 v3ВидеоC2M1L2.4 Clinical Document Architecture (CDA)ВидеоC2M1L2.5 CDA Structure and Format​ ВидеоC2M1L2.6 The Challenge - Multiple CDA Implementation GuidesВидеоC2M1L2.7 Consolidated-CDA (C-CDA)ВидеоC2M1L2.8 C-CDA - Templates for Common Clinical DocumentsВидеоC2M1L2.9 Continuity of Care Document (CCD)​ВидеоC2M1L2.10 The CCD FormatВидео

Lesson 3 Fast Healthcare Interoperability Resources

Module 1 Lesson 3 Video Slides - FHIR, SMART on FHIR and HIEЧтениеC2M1L3.1 Lesson Overview and Definition of FHIRВидеоC2M1L3.1.1 Same Patient, Different EncodingsВидеоC2M1L3.2 FHIR Resources and EndpointsВидеоC2M1L3.3 FHIR Search - Patient Face Sheet Application​ВидеоC2M1L3.4 SMART on FHIRВидеоC2M1L3.5 SMART on FHIR Launch Flows​ВидеоC2M1L3.6 SMART on FHIR Application Examples​ВидеоC2M1L3.7 FHIR Profiles and ExtensionsВидеоC2M1L3.8 USCDI and its Role in FHIR​ВидеоC2M1L3.9 Customizing FHIR for US Requirements​ВидеоC2M1L3.10 Health Information ExchangeВидеоC2M1L3.11 HIE's Enabling FHIR-Based Interoperability and Patient Engagement​ВидеоC2M1L3.12 Integration Ecosystem​Видео

Module 1 Assignments

Module 1 Check Your KnowledgeЗаданиеHL7 and FHIR Interoperability BriefЗадание
02Common Data Models and its Challenges 22 материалов

Module 2 Overview

Module 2 OverviewЧтениеModule 2 ReadingsЧтение

Lesson 1 OMOP and PCORnet Common Data models

Module 2 Lesson 1 Video Slides - Common Data Models for Research and AnalyticsЧтениеC2M2L1.1 Lesson Overview and Introduction to OMOPВидеоC2M2L1.2 OMOP Common Data Model (CDM)ВидеоC2M2L1.3 Introduction to PCORnetВидеоC2M2L1.4 PCORnet Common Data Model (CDM)ВидеоC2M2L1.5 Vocabulary Mapping FHIR, OMOP & PCORnetВидеоC2M2L1.6 Vocabulary Mapping to FHIR and OMOPВидеоC2M2L1.7 Vocabulary Mapping to FHIR and PCORnetВидеоC2M2L1.8 CDM Applications in Research and Public HealthВидеоC2M2L1.9 Case Study - OMOP–LEGEND Hypertension StudyВидеоC2M2L1.10 Case Study - PCORnet – Antibiotics & Childhood GrowthВидеоC2M2L1.11 When to Use OMOP and PCORnetВидео

Lesson 2 Real World Implementation Challenges in Practice

Module 2 Lesson 2 Video Slides - Real-World Implementation ChallengesЧтениеC2M2L2.1 Lesson Overview and Introduction to Data Mapping Complexity & Standardization Challenges​ВидеоC2M2L2.2 Semantic Interoperability Gaps​ВидеоC2M2L2.3 FHIR Implementation VariationВидеоC2M2L2.4 Case Study 1 CommonWell-Carequality Connectivity (2020-2025)​ВидеоC2M2L2.5 Case Study 2 University of Colorado Source Data Change (2023)Видео

Module 2 Assignments

Module 2 Check Your KnowledgeЗаданиеCommon Data Model AnalysisЗадание
03Course Assessments2 материалов
Course Summative AssessmentЗаданиеMilestone Project: Patient Engagement Portal ProposalЗадание