Behavioral Health
Showing 1 - 7 of 7 results-
Depression Detection in Speech
- Published on: November, 2019
- Sukesh Shenoy, Megha Ghosh
- Code Available
Given a clinical audio interview designed to support the diagnosis of psychological distress conditions such as anxiety, depression and post traumatic ...
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Statistical Analysis of County-Level Contributing Factors to Opioid-Related Overdose Deaths in the United State
- Published on: May, 2020
- Kim Haedong
- Code Available
The model is designed to predict the overdose deaths from all types of opioids including prescription(e.g. oxycodone and hydrocodone) and illicit opio ...
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Predicting high-risk opioid prescriptions
- Published on: January, 2020
- Sarah E. Inman, Justine S. Hastings, Mark Howison
- Code Available
In this model the state government administrative data and machine learning methods are combined to examine whether the risk of future opioid dependen ...
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U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging
- Published on: November, 2019
- Mathias Perslev
- Code Available
During sleep our brain goes through a series of changes between different sleep stages, which are characterized by specific brain and body activity pat ...
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The Five Factor Model of Personality and Evaluation of Drug Consumption Risk
- Published on: October, 2017
- and Alexander N. Gorban, Elaine Fehrman, Sebastian Siegler, Evgeny M. Mirkes, Karima Chakroun, Awaz K. Muhamm...
This model evaluates the risk of drug consumption for an individual based on features like demographic information, personality traits, impulsivity an ...
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Machine learning model for identifying opioid misuse from the clinical notes of hospitalized patients
- Published on: April, 2020
- Dmitriy Dligach, Majid Afshar, Niranjan S. Karnik, Cara Joyce, Brihat Sharma, Elizabeth Salisbury-Afshar, Kris...
- Code Available
A Natural Language processing (NLP) model which uses clinical notes from Electronic Health Records(EHR) to predict misuse of opioids. This model compa ...
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Control GAD (Generalized Anxiety Disorder)
- Published on: January, 2019
- Mercy Falconi
- Code Available
Generalized anxiety disorder (GAD) is one of these disorders, characterized by the presence of excessive worries and alertness over different issues; ...