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Exploring unsupervised query paraphrasing to identify relevant search phrases for a literature review
<p>Literature databases have multifaceted search options, but emerging research areas do not have an established terminology and therefore it is difficult to find relevant literature when conducting a review. This study ...
Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network
<p>We present our initial evaluation of a prototype
system designed to assist nurses in assigning
subject headings to nursing narratives
– written in the context of documenting patient
care in hospitals. Currently ...
Semantic clustering to augment qualitative content analysis in exploring reasons for emergency department transfer delays
<p>The aim of the study was to explore emergency department transfer</p><p>delays and to assess the potential of using a semantic clustering approach to augment</p><p>the content analysis of transfer delay data. Data were ...
An Unsupervised Query Rewriting Approach Using N-gram Co-occurrence Statistics to Find Similar Phrases in Large Text Corpora
<p>We present our work towards developing a system that should find, in a large text corpus, contiguous phrases expressing similar meaning as a query phrase of arbitrary length. Depending on the use case, this task can be ...
Ensemble of Convolutional Neural Networks for Medicine Intake Recognition in Twitter
<p>We present the results from our participation in the 2nd Social Media Mining for Health Applications Shared Task –
Task 2. The goal of this task is to develop systems capable of recognizing mentions of medication intake ...