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Synthetic Data Generation in Hematology - Paving the Way for OMOP and FHIR Integration

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AML-Synthetic-Data-OMOP-Version

This repository hosts the OMOP-formatted version of the Synthetic Acute Myeloid Leukemia (AML) dataset, available at (https://zenodo.org/records/8334265). The four datasets in the OMOP version can also be accessed at (https://zenodo.org/records/10913060).

Extract, Transform, Load (ETL) Process

The transformation of the synthetic dataset into the OMOP Common Data Model (CDM) was executed using a pipeline developed through our collaborative research, detailed at this (https://github.com/NajiaAhmadi/colab.-AML-study). The OMOP-compatible synthetic data facilitates various types of analysis using Artificial Intelligence methods to explore hypotheses related to AML.

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