This repo has all the resources you need to be good at Healthcare Analytics!

Please submit a pull request if there is any thing you'd like to contribute. Thanks!

• Blogs
• Books
• Courses
• Guiding Principles
• Journals
• Newsletters
• Open Data
• Projects
• Repos
• Summer Internship
• Websites

• An Introduction to Claims Data

• Analytics and AI for Healthcare: Book Series
  • Digital Health: A Primer
  • Dimensions of Intelligent Analytics for Smart Digital Health Solutions
  • Translational Application of Artificial Intelligence in Healthcare: - A Textbook
  • Data Driven Science for Clinically Actionable Knowledge in Diseases
  • Data Analysis in Medicine and Health using R
  • Explainable AI in Healthcare: Unboxing Machine Learning for Biomedicine
• Clinical Intelligence: The Big Data Analytics Revolution in Healthcare: A Framework for Clinical and Business Intelligence
• Clinical Research Methods for Surgeons
• Geek Doctor: Life as Healthcare CIO
• Health Economics and Policy
• Healthcare Analytics Made Simple: Techniques in healthcare computing using machine learning and Python
• Healthcare Big Data Draft in Chinese
• Healthcare Data Analytics
• Healthcare Data Analytics: Primary Methods and Related Insights
• Interpreting the Medical Literature
• Multivariable Analysis: A Practical Guide for Clinicians and Public Health Researchers
• SAS Data Analytic Development: Dimensons of Software Quality
• SAS Programming with Medicare Administrative Data
• Study Design and Statistical Analysis: A Practical Guide for Clinicians
• The CMIO Survival Guide: A Handbook for Chief Medical Information Officers and Those Who Hire Them
• The Project Manager's Guide to Health Information Technology Implementation
• The Truth about Health Care: Why Reform is Not Working in America
• Veridical Data Science

• AI in Health Care
• Machine Learning for Healthcare
• Health Policy 101
• HealthR

• Good Machine Learning Practice for Medical Device Development: Guiding Principles

• Medicare & Medicaid Research Review (MMRR)
• Health Care Financing Review (HCFR)

• Health Data Science
• Healthcare Brew
• Medical Futurist

• Care Compare
• Centers for Disease Control and Prevention (CDC) Open Technology
• Centers for Medicare & Medicaid Services (CMS) Public Data Sets
• Global Health Observatory
• ImmPort Shared Data
• NPPES
• Patient Matching
• UCI Machine Learning Repository
  • Medical Informatics Operating Room Vitals and Events Repository

• The TUVA project
  • The Tuva Project is a large collection of tools organized into many GitHub repos that transform raw healthcare data into quality-tested data that is ready for analysis and machine learning. At the center of the project is the Tuva data model, a standard data model designed for healthcare analytics. These docs describe how to install, use, and contribute to the Tuva Project.

• CDC
• CMS
• Healthcare-Analytics
  • Hospital admission data was analyzed to accurately predict the patient’s Length of Stay at the time of admit so that the hospitals can optimize resources and function better.

• Vanderbilt Biomedical Informatics Summer Program

• Learn about CMS data