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Integrating questionnaire measures for transdiagnostic psychiatric phenotyping using word2vec.

Aaron SonabendAmelia M PellegriniStephanie ChanHannah E BrownJames N RosenquistPieter J VuijkAlysa E DoyleRoy H PerlisTianxi Cai
Published in: PloS one (2020)
Our results support the potential utility of deriving dimensional phenotypic measures in psychiatric illness through the use of word embeddings, while illustrating the challenges in identifying truly orthogonal dimensions.
Keyphrases
  • mental health
  • high throughput
  • cross sectional
  • human health
  • patient reported
  • climate change