What Tools and Technologies are Used in Data Harmonization?
Several tools and technologies are employed to facilitate data harmonization in cancer research:
Bioinformatics Platforms: Tools like Galaxy and Bioconductor provide frameworks for data analysis and integration. Database Systems: Systems like cBioPortal and OncoMX offer databases for storing and accessing harmonized cancer data. Machine Learning: Machine learning algorithms help in identifying patterns, cleaning data, and making predictions based on harmonized datasets. Cloud Computing: Cloud platforms like AWS and Google Cloud provide scalable resources for processing large cancer datasets.
