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
- 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
- Reproducible Medical Research with R
- 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
- 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
- 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.