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NER-based semantic classifier for diseases in discharge summaries

The system performs identification of disease mentions in discharge summaries also assessing uncertainty and negation. Evaluated at the i2b2 Obesity Challenge ranking 1st and 2nd in the textual (explicit) and intuitive (implicit) subtasks respectively. ...

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