Latent-Based Imputation of Laboratory Measures from Electronic Health Records: Case for Complex Diseases
Vida Abedi, Manu Shivakumar, P. Lu, Raquel Hontecillas, Andrew J. Leber, M. Ahuja, Alvaro Ulloa, Matthew Shellenberger, Josep Bassaganya-Riera
The paper improves imputation of missing lab measures in IBD EHR data using latent-based analysis and clustering of comorbidities.
bioRxiv · Mar 6, 2018 · PreprintBioinformatics