Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification

ConclusionShallow methods for clinical phenotyping can still outperform deep learning methods in small imbalanced data, even when supported by pretrained embeddings.
Source: Journal of the American Medical Informatics Association - Category: Information Technology Source Type: research

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