Building a comprehensive syntactic and semantic corpus of Chinese clinical texts

7 Nov 20161 code implementation

Objective: To build a comprehensive corpus covering syntactic and semantic annotations of Chinese clinical texts with corresponding annotation guidelines and methods as well as to develop tools trained on the annotated corpus, which supplies baselines for research on Chinese texts in the clinical domain.

ACTIVE LEARNING

ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU

24 Jan 20191 code implementation

Nevertheless, a main impediment for the adoption of Deep Learning in healthcare is its reduced interpretability, for in this field it is crucial to gain insight on the why of predictions, to assure that models are actually learning relevant features instead of spurious correlations.

MORTALITY PREDICTION

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