Login / Signup

Semantic Speech Networks Linked to Formal Thought Disorder in Early Psychosis.

Caroline R NettekovenKelly DiederenOscar GilesHelen DuncanIain StensonJulianna OlahToni Gibbs-DeanNigel CollierPetra E VértesTom J SpencerSarah E MorganPhilip McGuire
Published in: Schizophrenia bulletin (2023)
Overall, these data suggest that semantic networks can enable deeper phenotyping of formal thought disorder in psychosis. Whilst here we focus on network fragmentation, the semantic speech networks created by Netts also contain other, rich information which could be extracted to shed further light on formal thought disorder. We are releasing Netts as an open Python package alongside this manuscript.
Keyphrases
  • high throughput
  • electronic health record
  • healthcare
  • big data
  • machine learning
  • hearing loss
  • deep learning