Medical Dataset Preparation Platform Based on a Common Data Model for Machine Learning

Authors

  • Min-Gi Pak
  • Seong-Min Han
  • Chung Sub Lee
  • Chang-Won Jeong
  • Kwon-Ha Yoon

Abstract

In this paper, we investigate the medical imaging standard model and the platform based on the model as an extension of international standard OHDSI OMOP-CDM. To this end, we present a scheme of the medical imaging standard model based on the DICOM meta tag information, focusing on linking with the existing common data model (CDM). We also present the structure and functions of the web-based dataset platform. Finally, the results of executing web service provided by the implemented platform are shown.

Keywords: Anonymization, Common Data Model, Medical Image, OHDSI OMOP-CDM, Standardization

Downloads

Published

2019-12-12

Issue

Section

Articles