Interpretable Deep Learning to Map Diagnostic Texts to ICD10 Codes

International Journal of Medical Informatics, pp. 49-59, 2019.

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Abstract:

•Automatic extraction of morbid disease or conditions contained in death certificates is extremely useful for standardization, alleviating and smoothing human work. The positive impact of standardization is specially relevant for epidemiological studies, comparison across physicians, hospitals and countries and also for billing purposes.•...More

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