# CODIAC for Health ## About - [Introduction](https://docs.bcbi.brown.edu/codiac-for-health/introduction.md) - [Table of Contents](https://docs.bcbi.brown.edu/codiac-for-health/table-of-contents.md) - [Contributors](https://docs.bcbi.brown.edu/codiac-for-health/contributors.md) - [Releases](https://docs.bcbi.brown.edu/codiac-for-health/releases.md) ## Foundations - [Introduction](https://docs.bcbi.brown.edu/codiac-for-health/foundations/introduction.md) - [Biomedical Informatics](https://docs.bcbi.brown.edu/codiac-for-health/foundations/biomedical-informatics.md) - [Implementation Science](https://docs.bcbi.brown.edu/codiac-for-health/foundations/implementation-science.md) - [Learning Health Systems](https://docs.bcbi.brown.edu/codiac-for-health/foundations/learning-health-systems.md) - [DIKW Model](https://docs.bcbi.brown.edu/codiac-for-health/foundations/dikw-model.md) - [Health Data](https://docs.bcbi.brown.edu/codiac-for-health/foundations/health-data.md) - [Health Data Standards](https://docs.bcbi.brown.edu/codiac-for-health/foundations/health-data-standards.md) - [Artificial Intelligence in Health ](https://docs.bcbi.brown.edu/codiac-for-health/foundations/artificial-intelligence-in-health.md) - [Observational Health Research](https://docs.bcbi.brown.edu/codiac-for-health/foundations/observational-health-research.md) - [Health Research Data Governance](https://docs.bcbi.brown.edu/codiac-for-health/foundations/health-research-data-governance.md) ## Observational Research with EHR Data - [Introduction](https://docs.bcbi.brown.edu/codiac-for-health/observational-research/introduction.md) - [Best Practices](https://docs.bcbi.brown.edu/codiac-for-health/observational-research/best-practices.md) - [Protected Health Information (PHI)](https://docs.bcbi.brown.edu/codiac-for-health/observational-research/best-practices/protected-health-information-phi.md) - [Research Pipeline](https://docs.bcbi.brown.edu/codiac-for-health/observational-research/research-pipeline.md) - [Communities, Platforms, and Organizations](https://docs.bcbi.brown.edu/codiac-for-health/observational-research/communities-platforms-and-organizations.md) - [The Electronic Health Record (EHR)](https://docs.bcbi.brown.edu/codiac-for-health/observational-research/the-electronic-health-record-ehr.md) - [OHDSI Standards and Tools](https://docs.bcbi.brown.edu/codiac-for-health/observational-research/ohdsi-standards-and-tools.md) - [Health Terminologies](https://docs.bcbi.brown.edu/codiac-for-health/observational-research/health-terminologies.md) - [Finding Health Terminology Codes](https://docs.bcbi.brown.edu/codiac-for-health/observational-research/health-terminologies/finding-health-terminology-codes.md) ## Computing Skills - [Introduction](https://docs.bcbi.brown.edu/codiac-for-health/computing/introduction.md) - [File Directory Structures](https://docs.bcbi.brown.edu/codiac-for-health/computing/file-directory-structures.md) - [Text Editors](https://docs.bcbi.brown.edu/codiac-for-health/computing/text-editors.md) - [GitHub](https://docs.bcbi.brown.edu/codiac-for-health/computing/github.md) - [Unix](https://docs.bcbi.brown.edu/codiac-for-health/computing/unix.md) - [Julia](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia.md) - [Installation](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/installation.md) - [REPL](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/repl.md) - [Basic Syntax](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/basic-syntax.md) - [Numbers and Math](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/numbers-and-math.md) - [Strings and Characters](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/strings-and-characters.md) - [Regular Expressions](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/regular-expressions.md) - [Control Flow](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/control-flow.md) - [Collections and Data Structures](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/collections-and-data-structures.md) - [File Input/Output](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/file-input-output.md) - [Packages](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/packages.md) - [DataFrames](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/dataframes.md) - [JuliaPlots](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/juliaplots.md) - [ScikitLearn.jl](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/scikitlearn.jl.md) - [JuliaStats](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/juliastats.md) - [Exercises](https://docs.bcbi.brown.edu/codiac-for-health/computing/julia/exercises.md): List of exercises found across the different Julia pages. - [Python](https://docs.bcbi.brown.edu/codiac-for-health/computing/python.md) - [Installation](https://docs.bcbi.brown.edu/codiac-for-health/computing/python/installation.md) - [REPL](https://docs.bcbi.brown.edu/codiac-for-health/computing/python/repl.md) - [Basic Syntax](https://docs.bcbi.brown.edu/codiac-for-health/computing/python/basic-syntax.md) - [Numbers and Math](https://docs.bcbi.brown.edu/codiac-for-health/computing/python/numbers-and-math.md) - [Strings and Characters](https://docs.bcbi.brown.edu/codiac-for-health/computing/python/strings-and-characters.md) - [Regular Expressions](https://docs.bcbi.brown.edu/codiac-for-health/computing/python/regular-expressions.md) - [Control Flow](https://docs.bcbi.brown.edu/codiac-for-health/computing/python/control-flow.md) - [Collections and Data Structures](https://docs.bcbi.brown.edu/codiac-for-health/computing/python/collections-and-data-structures.md) - [File Input/Output](https://docs.bcbi.brown.edu/codiac-for-health/computing/python/file-input-output.md) - [Packages](https://docs.bcbi.brown.edu/codiac-for-health/computing/python/packages.md) - [Data Frames and Data Manipulation](https://docs.bcbi.brown.edu/codiac-for-health/computing/python/data-frames-and-data-manipulation.md) - [R](https://docs.bcbi.brown.edu/codiac-for-health/computing/r.md) - [Installation](https://docs.bcbi.brown.edu/codiac-for-health/computing/r/installation.md) - [REPL](https://docs.bcbi.brown.edu/codiac-for-health/computing/r/repl.md) - [Basic Syntax](https://docs.bcbi.brown.edu/codiac-for-health/computing/r/basic-syntax.md) - [Numbers and Math](https://docs.bcbi.brown.edu/codiac-for-health/computing/r/numbers-and-math.md) - [Strings and Characters](https://docs.bcbi.brown.edu/codiac-for-health/computing/r/strings-and-characters.md) - [Regular Expressions](https://docs.bcbi.brown.edu/codiac-for-health/computing/r/regular-expressions.md) - [Control Flow](https://docs.bcbi.brown.edu/codiac-for-health/computing/r/control-flow.md) - [Collections and Data Structures](https://docs.bcbi.brown.edu/codiac-for-health/computing/r/collections-and-data-structures.md) - [File Input/Output](https://docs.bcbi.brown.edu/codiac-for-health/computing/r/file-input-output.md) - [Packages](https://docs.bcbi.brown.edu/codiac-for-health/computing/r/packages.md) - [DataFrames](https://docs.bcbi.brown.edu/codiac-for-health/computing/r/dataframes.md) - [Data Analysis and Manipulation](https://docs.bcbi.brown.edu/codiac-for-health/computing/r/data-analysis-and-manipulation.md) - [R Basics](https://docs.bcbi.brown.edu/codiac-for-health/computing/r-basics.md) - [Comparing Julia, Python, and R](https://docs.bcbi.brown.edu/codiac-for-health/computing/comparing-julia-python-and-r.md) - [Statistics and Machine Learning](https://docs.bcbi.brown.edu/codiac-for-health/computing/statistics-and-machine-learning.md) - [Structured Query Language (SQL)](https://docs.bcbi.brown.edu/codiac-for-health/computing/structured-query-language-sql.md) - [Unified Modeling Language (UML)](https://docs.bcbi.brown.edu/codiac-for-health/computing/unified-modeling-language-uml.md) - [HTML](https://docs.bcbi.brown.edu/codiac-for-health/computing/html.md) ## URSA Initiative in Rhode Island - [Introduction](https://docs.bcbi.brown.edu/codiac-for-health/ursa-ri/introduction.md) - [Computing Environments](https://docs.bcbi.brown.edu/codiac-for-health/ursa-ri/computing-environments.md) - [Health Data Partners](https://docs.bcbi.brown.edu/codiac-for-health/ursa-ri/health-data-partners.md) - [Data Requests](https://docs.bcbi.brown.edu/codiac-for-health/ursa-ri/health-data-partners/data-requests.md) - [Datasets](https://docs.bcbi.brown.edu/codiac-for-health/ursa-ri/datasets.md) --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on a page URL with the `ask` query parameter: ``` GET https://docs.bcbi.brown.edu/codiac-for-health/introduction.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.