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ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
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Mapping Synthea CSV to i2b2 with ML-based 14-day Readmission Prediction

Authors: Grewatta, Philipp; Dittrich, Tolga Daniel; Renner, Luisa; Lampkemeyer, Victoria;

Mapping Synthea CSV to i2b2 with ML-based 14-day Readmission Prediction

Abstract

This dataset contains the archived artifacts of a student project on data management and archival concepts.It includes ETL pipelines, mapping rules from Synthea CSV to the i2b2 data warehouse model, data quality checks, and a machine learning pipeline for 14-day hospital readmission prediction. The data is based on synthetic Synthea demo data and does not contain real patient information.

Keywords

i2b2, Readmission Prediction, Clinical Data Warehouse, Synthea, Reproducibility, Data Management

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average