Parse multiple Antimicrobial Resistance Analysis Reports into a common data structure

The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.

A python framework for microbial natural products data mining by integrating genomics and metabolomics data

A toolkit for biomedical data integration and harmonization

Python implementation of Combat for data harmonisation, allowing also to remove unwanted effects

This is the DataHarmonizer spreadsheet web application bundled with pathogen genomics data entry and validation templates

Self-hostable, open-source engine for reproducible data harmonization, dataset building & exploration

Harmonize longitudinal BRFSS survey data across years and datasets (CDC national & state-restricted files). A tidycensus-style workflow to resolve variable drift, response code shifts, and REAL-D demographic arrays into tidy tibbles.

Code and sample data for McGregor et al., 2024

Python library for intelligent data stewardship using Large Language Model (LLM) embeddings

ADHTEB - Alzheimers Disease Harmonization Text Embedding Benchmark

⛳️ PASS: Salesforce Certified Data Cloud Consultant by learning based on our Questions & Answers (Q&A) Practice Tests Exams.

Kitsune is a next-generation data steward and harmonization tool.

Example Jupyter notebook and R scripts using Harmony in real research problems

Demo application showcasing Salesforce Data Cloud's unstructured data harmonization capabilities with Agentforce integration. Features an interactive chat interface where users can query harmonized data through natural language, with full visibility into AI-generated responses including citations, metadata, and source references.

A MATLAB-based domain adaptation toolbox for medical data analysis. It supports synthetic data generation for rapid validation and benchmarking, and includes a collection of popular, lightweight domain adaptation algorithms. The toolbox also provides image-level domain adaptation (harmonization) methods for medical imaging applications.

AD & PD cohort variable distributions

International Physical Activity Questionnaire (IPAQ) variables