Hae
Aineistot 11-14 / 14
Machine Learning to Automate the Assignment of Diagnosis Codes to Free-text Radiology Reports: a Method Description
<p>We introduce a multi-label classification system for the automated assignment of diagnostic codes to radiology reports. The system is a cascade of text enrichment, feature selection and two classifiers. It was evaluated ...
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 ...