Detecting Risk and Protective Factors of Mental Health using Social Media Linked with Electronic Health Records

• Research Group of the 2016 Third Frederick Jelinek Memorial Summer Workshop

Summary of Goals and Objectives

Plenary Lectures

• July 13
  April Foreman (Southeast Louisiana Veterns Health Care System)
  Using #NLP to Build the #MentalHealth System of Tomorrow
• July 20
  Jacek Mostwin (Johns Hopkins School of Medicine)
  Natural Language Processing for Searching, Reading, and Interpreting Attitudes and Experiences of Patients as Expressed in Personal On Line Accounts
• July 27
  Rebecca Resnik (Rebecca Resnik and Associates LLC)
  Transmissions from the Black Box: How Human Emotion Impacts Cognition, Language, and Behavior

Slides from Weekly Update Presentations (coming soon)

Findings and Accomplishments

• Kristy Hollingshead Seitz – Welcome
• Glen Coppersmith – Psychology, NLP, and Time
• Molly Ireland – The Clinical Panel, where data driven approaches meet clinical experience
• Andy Schwartz – The SomeOne Data and Prior Work
• Glen Coppersmith – Self Stated Twitter Data and Prior Work
• Patrick Crutchley – Validating Models Derived from Twitter on Clinical Data
• Adrian Benton – Multitask Learning for Predicting Diagnosis
• Molly Ireland – Differential Language Analysis Between Self Stated and EMR Data
• Andy Schwartz – Day of Week Variation and Motivation for Time Series Investigation
• Kristy Hollingshead Seitz – Controlling for Changes Over Time
• Leo Kim – Mood and Posting Behavior by Time of Day
• Kristy Hollingshead Seitz – Posting Behavior Clustering by Time of Day and Changes Near Suicide Attempts
• Bu Sun Kim – Random User Background and Controlling for Changes in Twitter
• Andy Schwartz – Posting Behavior and Missing Data, Smoothing and Imputation
• All – Group Question and Answer
• Sanjeev Khudanpur – Closing

Team Final Report (TBA)

Publications (TBA)