"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

October 16, 2022

Weekend Read - Natural Language Processing in Mental Health

Key Notes
  • Word order, acoustic feature
  • Capture all information
  • Rich in diagnostic value
  • Talk - Feed - Extract Key info
  • Detect Mental disorders
  • Schizophrenia 
  • Measuring semantic density
  • Reasonable vs UnReasonable Sentence
  • Look at all neighboring words based on the window
  • Closer / distant words
  • Nouns / Verbs colocation
  • Create a Sentence Vector
  • Sentiment Vector
  • 80% Accuracy 
  • Interpretation vs Over Interpretation
  • Word similarity
  • Words that represent disease from patient discussions
  • Patient confession / loud / opinion
  • Word Pattern usage


Keep Exploring!!!

No comments: