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Data preparation: (1) repository creation from real data; (2) patient status template modelling and (3) preparation of small training corpus for classification of sentences according to anatomical organs and systems they describe.
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... To recognize the organ which is being described in each sentence, we use a multi-class classifier developed previously by Velichkov et al. (2020b) since it has shown almost 99% accuracy in their ...
