Family History Information Extraction With Neural Attention and an Enhanced Relation-Side Scheme: Algorithm

Hong-Jie Dai1,2,3, You-Qian Lee1, Chandini Nekkantti4

  • 1College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University of Science and Technology, Kaohsiung City, Taiwan.

JMIR Medical Informatics
|December 1, 2020
PubMed
Summary

This study introduces an enhanced neural network and tagging scheme to automatically extract family history information (FHI) from clinical notes. The new method improves FHI extraction accuracy by utilizing cross-sentence context, aiding disease susceptibility analysis.

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