Temporal electronic phenotyping by mining careflows of breast cancer patients.

In this work we present a careflow mining approach designed to analyze heterogeneous longitudinal data and to identify phenotypes in a patient cohort. The main idea underlying our approach is to combine methods derived from sequential pattern mining and temporal data mining to derive frequent health...

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Bibliographic Details
Published in:Journal of Biomedical Informatics Vol. 66; pp. 136 - 148
Main Authors: Dagliati, A., Sacchi, L., Bellazzi, R., Tibollo, V., Pavesi, L., Zambelli, A., Holmes, J.H.
Format: research Journal Article
Published: Academic Press Inc. Feb2017
Online Access:View this record in EBSCOhost