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Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit
The experiments confirm that addition of a neural ODE or neural flow layer generally improves the performance of autoregressive recurrent neural networks in the irregular measurement setting.
Semantic Search for Large Scale Clinical Ontologies
Finding concepts in large clinical ontologies can be challenging when queries use different vocabularies.
Concept Extraction to Identify Adverse Drug Reactions in Medical Forums: A Comparison of Algorithms
Our evaluations were performed in a controlled setting on a common corpus which is a collection of medical forum posts annotated with concepts and linked to controlled vocabularies such as MedDRA and SNOMED CT. To our knowledge, our study is the first to systematically examine the effect of popular concept extraction methods in the area of signal detection for adverse reactions.
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