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CDC Health Equity AI Training

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Introduction to Health Equity Science
Data Sources
Section 1. Electronic Health Records
Section 2. Claims Data
Section 3. Social Media Data

Section 4. Survey Data

Section 5. Geospatial Data

Data Characterization

Section 1. Descriptive Statistics

Section 2. Data Visualization

Data Preparation and Health Equity

Section 1. Data Cleaning

Section 2. Sample Weighting

Section 3. Data Validation

Analytics and Health Equity

Section 1. Biostatistics

Section 2. Machine Learning

Section 3. Natural Language Processing

Section 4. Computer Vision

Site Navigation

Introduction to Health Equity Science
Data Sources
Section 1. Electronic Health Records
Section 2. Claims Data
Section 3. Social Media Data

Section 4. Survey Data

Section 5. Geospatial Data

Data Characterization

Section 1. Descriptive Statistics

Section 2. Data Visualization

Data Preparation and Health Equity

Section 1. Data Cleaning

Section 2. Sample Weighting

Section 3. Data Validation

Analytics and Health Equity

Section 1. Biostatistics

Section 2. Machine Learning

Section 3. Natural Language Processing

Section 4. Computer Vision

CDC Health Equity AI Training

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CDC Health Equity Data Science Learning Guide

Unit 1 - Introduction

Introduction to Health Equity Science

Unit 2 - Health Data Sources

Data Sources
Section 1. Electronic Health Records
Section 2. Claims Data
Section 3. Social Media Data
Section 4. Survey Data
Section 5. Geospatial Data

Unit 3 - Data Characterization

Data Characterization
Section 1. Descriptive Statistics
Section 2. Data Visualization

Unit 4 - Data Preparation

Data Preparation and Health Equity
Section 1. Data Cleaning
Section 2. Sample Weighting
Section 3. Data Validation

Unit 5 - Analytics

Analytics and Health Equity
Section 1. Biostatistics
Section 2. Machine Learning
Section 3. Natural Language Processing
Section 4. Computer Vision

Unit 6 - Dissemination

Dissemination

Unit 7 - Conclusion

Conclusion

Resources

References

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Glossary of Terms

Glossary of Terms#

HRSA#: Health Resources and Services Admininstration
CMS#: Centers for Medicare and Medicaid Services
NIH#: National Intitutes of Health
IHS#: Indian Health Service
AHRQ#: Agency for Healthcare Research and Quality
USPSTF#: United States Preventive Serivces Task Force
ACS#: American Cancer Society
ACR#: American College of Radiology
ASCCP#: The American Society for Colposcopy and Cervical Pathology
NCQA#: National Committee for Quality Assurance
AGA#: American Gastroenterological Association
NCCRT#: National Colorectal Cancer Roundtable
NCAI#: National Congress of American Indians
NIHB#: National Indian Health Board
FQHC#: Federally Qualified Health Center
CHC#: Community Health Center

By Office of Science

Last updated on None.