mdatool
Healthcare Data Dictionary for the Modern Data Stack
LibraryBlogPricing
mdatool
mdatool

The healthcare data dictionary for dbt, Snowflake, Databricks, and BigQuery. 100,000+ ISO-11179 standard terms, free SQL tools, and AI data modeling.

HIPAA-AlignedEnterprise Ready

Tools

  • SQL Linter
  • DDL Converter
  • Bulk Sanitizer
  • Naming Auditor
  • Name Generator
  • AI Data Modeling
  • HCC Calculator
  • Data Model Canvas

Library

  • Glossary
  • Guides
  • Blog

Company

  • About
  • Contact
  • Pricing

Account

  • Sign Up Free
  • Sign In
  • Upgrade to Pro
  • Dashboard

Legal

  • Privacy Policy
  • Terms of Service

© 2026 mdatool. All rights reserved.

Built for healthcare data engineers & architects.

Blog

Healthcare Data Insights

In-depth guides, tutorials, and best practices for database design, data architecture, and healthcare data modeling.

Filter:All (71)Tools & ComparisonsHealthcare Data ModelingHealthcare Data PlatformsData ModelingHealthcareData ArchitectureSQL & PerformanceDatabase MigrationPharmacyData EngineeringData GovernanceCloud ArchitectureProvider DataRisk AdjustmentDDL & SQLHealthcare StandardsPharmacy DataHealthcare Data Engineering

Showing 61–66 of 71 posts

Data Architecture

Data Warehouse Design Patterns: Star vs Snowflake Schema

Compare star schema and snowflake schema designs for data warehouses with practical examples and guidance on when to use each pattern.

8 min read·Feb 24
["Data Warehouse""Design Patterns"
Read more
Healthcare

Healthcare Interoperability: HL7 FHIR Data Models

Understand HL7 FHIR resources and implement healthcare interoperability data models for patient data exchange and system integration.

10 min read·Feb 24
["Healthcare""FHIR"
Read more
Data Architecture

Database Naming Conventions: A Complete Style Guide

Establish consistent database naming conventions for tables, columns, indexes, and constraints that improve maintainability and team productivity.

10 min read·Feb 24
["Naming""Best Practices"
Read more
Database Migration

DDL Conversion Guide: Oracle to PostgreSQL Migration

Complete guide to converting Oracle DDL to PostgreSQL including data types, constraints, sequences, and common gotchas in database migration projects.

10 min read·Feb 24
["DDL""Oracle"
Read more
SQL & Performance

SQL Query Optimization: 7 Techniques for Faster Queries

Learn practical SQL optimization techniques that can dramatically improve query performance in production databases. From indexing strategies to query rewriting patterns.

10 min read·Feb 24
["SQL""Performance"
Read more
Data Architecture

How Over-Normalization Destroys Reporting Performance

Normalization is foundational to relational design but taken too far, it quietly sabotages analytics. This post explains why over-normalized data models break reporting performance, frustrate analysts, and create unnecessary complexity in modern data platforms.

5 min read·Jan 12
["Data Architecture""Best Practices"
Read more
← Prev89101112Next →

Stay Updated

Get the latest healthcare data architecture articles delivered to your inbox.