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A Template for "How to create a WiFi account" with Re2o
Created by Hugo 'klafyvel' Levy-Falk
Adapted from LianTze Lim's poster
Images belong to their authors.
Distributed under Creative Commons CC BY 4.0
Word Embeddings for Clinical Systems
In this paper, we evaluate a baseline word embedding model for a set of clinical notes derived from patient records. For our baseline, we extract features for this embedding using the Word2Vec module from the gensim package. We also build two models, a word2vec skipgram model with negative sampling and a positive point-wise mutual information (PPMI) model by training on the processed clinical notes. Our evaluation shows that both the PPMI and the skipgram models show improved results for medically-related terms when compared with the baseline model. PPMI shows the best result out of all three models.
Hathaitorn Rojnirun, Oluseye Bankole
Hassaan Mirza's CV
Hassaan Mirza's CV. Created using Frits Wenneker's CV template.