DensityTransfer: A Data Driven Approach for Imputing Electronic Health Records

  title={DensityTransfer: A Data Driven Approach for Imputing Electronic Health Records},
  author={Fei Wang and Jiayu Zhou and Jianying Hu},
  journal={2014 22nd International Conference on Pattern Recognition},
Patient Electronic Health Records (EHR) are systematic collection of electronic patient health information including demographics, diagnosis, medication, procedure, lab tests, etc. Because of the rapid development of hardware and storage technologies, more and more EHRs become available and they are now serving as the basis for a lot of medical informatics applications, such as predictive modeling, patient risk stratification and care pathway analysis. One major challenge or working with EHR is… CONTINUE READING


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A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2013
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