Literature DB >> 21685663

An evidence-based toolset to capture, measure and assess emotional health.

Edward Hill1, Pierre Dumouchel, Charles Moehs.   

Abstract

We present: (1) an automated telephone check-in system to capture emotional health, based on automatic emotion classification, crowd-sourcing, and the experience sampling method; (2) a method that combines acoustic-based and perception-based emotion classifiers to maximize the likelihood of correctly identifying the emotion in a speech recording; (3) an evidence-based toolkit to measure and assess emotional health; and (4) the results of three experimental trials held in 2010 and 2011: (a) English speaking members of Alcoholics Anonymous, (b) English and French speaking general population, and (c) English speaking Opioid addicts undergoing Suboxone maintenance treatment. Emotional health can be defined as the ability to express emotions, identify one's own emotions, relate to other people's emotions, and to live life with predominantly positive emotions. Emotional health plays a major role in addiction treatment and Cognitive Behavioral Therapy (CBT).

Entities:  

Mesh:

Year:  2011        PMID: 21685663

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN: 0926-9630


  2 in total

1.  Withdrawal from Buprenorphine/Naloxone and Maintenance with a Natural Dopaminergic Agonist: A Cautionary Note.

Authors:  Kenneth Blum; Marlene Oscar-Berman; John Femino; Roger L Waite; Lisa Benya; John Giordano; Joan Borsten; William B Downs; Eric R Braverman; Raquel Loehmann; Kristina Dushaj; David Han; Thomas Simpatico; Mary Hauser; Debmalya Barh; Thomas McLaughlin
Journal:  J Addict Res Ther       Date:  2013-04-23

2.  Long term Suboxone™ emotional reactivity as measured by automatic detection in speech.

Authors:  Edward Hill; David Han; Pierre Dumouchel; Najim Dehak; Thomas Quatieri; Charles Moehs; Marlene Oscar-Berman; John Giordano; Thomas Simpatico; Debmalya Barh; Kenneth Blum
Journal:  PLoS One       Date:  2013-07-09       Impact factor: 3.240

  2 in total

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