Prediction Using Note Text: Synthetic Feature Creation with word2vec

Manuel Amunategui, Tristan Markwell, Yelena Rozenfeld

word2vec affords a simple yet powerful approach of extracting quantitative variables from unstructured textual data. Over half of healthcare data is unstructured and therefore hard…