health-data-lake
CommunityDesign, build, and operate clinical data lakes and warehouses.
Authoraks-builds
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps design, build, and operate clinical data lakes, lakehouses, and warehouses, addressing the complexities of healthcare data management and analysis.
Core Features & Use Cases
- Data Ingestion: Ingest diverse healthcare data sources including EHR, claims, lab, pharmacy, imaging, RPM, SDOH, and billing data.
- Data Normalization: Normalize data to a clinical Common Data Model (CDM) like OMOP, PCORnet, or Sentinel.
- Entity Resolution: Use EMPI to resolve patient identities and prevent duplication and over-merging.
- Data Quality: Implement data quality checks using OHDSI DQD, Achilles, and other frameworks.
- Storage and Architecture: Define the architecture using Delta Lake, Iceberg, or Hudi and choose the appropriate HIPAA-eligible compute platforms.
- Governance and Compliance: Set up governance, compliance, and security measures to protect PHI and comply with regulations.
Quick Start
Design a data lake architecture for a healthcare organization using the health-data-lake skill.
Dependency Matrix
Required Modules
delta-lakeiceberghudisnowflakedatabricks
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: health-data-lake Download link: https://github.com/aks-builds/healthcareskills/archive/main.zip#health-data-lake Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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