Leandro Borges dos Santos

Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts

2017 · arXiv (Cornell University)

Mild Cognitive Impairment (MCI) is a mental disorder difficult to diagnose.Linguistic features, mainly from parsers, have been used to detect MCI, but this is not suitable for large-scale assessments.MCI disfluencies produce nongrammatical speech that requires …