Publications by authors named "George D Price"

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Psychometric properties and validity of a Mobile Patient Health Questionnaire-9 (MPHQ-9) for ecological momentary assessment in depressed adults.
Dawson Haddox, Daniel M Mackin, Tess Z Griffin, Michael V Heinz, Matthew D Nemesure, George D Price

Psychol Assess· November 2025

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Semantic signals in self-reference: The detection and prediction of depressive symptoms from the daily diary entries of a sample with major depressive disorder.
Amanda C Collins, Damien Lekkas, Matthew D Nemesure, Tess Z Griffin, George D Price

J Psychopathol Clin Sci· July 2025

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A longitudinal observational study with ecological momentary assessment and deep learning to predict non-prescribed opioid use, treatment retention, and medication nonadherence among persons receiving medication treatment for opioid use disorder.
Michael V Heinz, George D Price, Avijit Singh, Sukanya Bhattacharya, Ching-Hua Chen

J Subst Use Addict Treat· June 2025

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A comparison of objective and subjective measures of physical activity, sedentary and sleep behaviors between persons with and without depressive symptoms.
Amanda C Collins, George D Price, Victor A Moreno, Daniel M Mackin, Jenny Y Oh

J Affect Disord· April 2025

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Anhedonia in flux: Understanding the associations of emotion regulation and anxiety with anhedonia dynamics in a sample with major depressive disorder.
Michael R Gallagher, Amanda C Collins, Damien Lekkas, Matthew D Nemesure, Tess Z Griffin, George D Price

J Affect Disord· March 2025

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Use of passively collected actigraphy data to detect individual depressive symptoms in a clinical subpopulation and a general population.
George D Price, Amanda C Collins, Daniel M Mackin, Michael V Heinz, Nicholas C Jacobson

J Psychopathol Clin Sci· January 2025

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The role of borderline personality disorder traits in predicting longitudinal variability of major depressive symptoms among a sample of depressed adults.
Emily A Kline, Damien Lekkas, Anastasia Bryan, Matthew D Nemesure, Tess Z Griffin, George D Price

J Affect Disord· October 2024

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From mood to use: Using ecological momentary assessments to examine how anhedonia and depressed mood impact cannabis use in a depressed sample.
Amanda C Collins, Damien Lekkas, Cara A Struble, Brianna M Trudeau, Abi D Jewett, George D Price

Psychiatry Res· September 2024

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Detecting major depressive disorder presence using passively-collected wearable movement data in a nationally-representative sample.
George D Price, Michael V Heinz, Amanda C Collins, Nicholas C Jacobson

Psychiatry Res· February 2024

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Depressive symptoms as a heterogeneous and constantly evolving dynamical system: Idiographic depressive symptom networks of rapid symptom changes among persons with major depressive disorder.
Matthew D Nemesure, Amanda C Collins, George D Price, Tess Z Griffin, Arvind Pillai

J Psychopathol Clin Sci· February 2024

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Using digital phenotyping to capture depression symptom variability: detecting naturalistic variability in depression symptoms across one year using passively collected wearable movement and sleep data.
George D Price, Michael V Heinz, Seo Ho Song, Matthew D Nemesure, Nicholas C Jacobson

Transl Psychiatry· December 2023

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Depression deconstructed: Wearables and passive digital phenotyping for analyzing individual symptoms.
Damien Lekkas, Joseph A Gyorda, George D Price, Nicholas C Jacobson

Behav Res Ther· September 2023

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Predicting Individual Response to a Web-Based Positive Psychology Intervention: A Machine Learning Approach.
Amanda C Collins, George D Price, Rosalind J Woodworth, Nicholas C Jacobson

J Posit Psychol· September 2023

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Leveraging deep learning models to understand the daily experience of anxiety in teenagers over the course of a year.
Brian Wang, Matthew D Nemesure, Chloe Park, George D Price, Michael V Heinz

J Affect Disord· May 2023

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An unsupervised machine learning approach using passive movement data to understand depression and schizophrenia.
George D Price, Michael V Heinz, Daniel Zhao, Matthew Nemesure, Franklin Ruan

J Affect Disord· November 2022

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Predicting symptom response and engagement in a digital intervention among individuals with schizophrenia and related psychoses.
George D Price, Michael V Heinz, Matthew D Nemesure, Jason McFadden, Nicholas C Jacobson

Front Psychiatry· August 2022

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Association of Selective Serotonin Reuptake Inhibitor Use With Abnormal Physical Movement Patterns as Detected Using a Piezoelectric Accelerometer and Deep Learning in a Nationally Representative Sample of Noninstitutionalized Persons in the US.
Michael V Heinz, George D Price, Franklin Ruan, Robert J Klein, Matthew Nemesure

JAMA Netw Open· April 2022

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Using Smartphone App Use and Lagged-Ensemble Machine Learning for the Prediction of Work Fatigue and Boredom.
Damien Lekkas, George D Price, Nicholas C Jacobson

Comput Human Behav· February 2022

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Using the COVID-19 Pandemic to Assess the Influence of News Affect on Online Mental Health-Related Search Behavior Across the United States: Integrated Sentiment Analysis and the Circumplex Model of Affect.
Damien Lekkas, Joseph A Gyorda, George D Price, Zoe Wortzman, Nicholas C Jacobson

J Med Internet Res· January 2022

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