Extraction of Family History Information From Clinical Notes: Deep Learning and Heuristics Approach
JMIR Medical Informatics2020Vol. 8(12), pp. e22898–e22898
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Abstract
We evaluated the impact of several factors on the performance of DL models, and we present an end-to-end system for extracting family history information from clinical notes, which can help in the structuring and reuse of this type of information. The final hybrid solution is provided in a publicly available code repository.
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