Publications by authors named "Joseph A Gyorda"

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Detecting Longitudinal Trends between Passively Collected Phone Use and Anxiety among College Students.
Joseph A Gyorda, Damien Lekkas, Nicholas C Jacobson

Digit Biomark· September 2024

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The Trajectories of Online Mental Health Information Seeking: Modeling Search Behavior Before and After Completion of Self-report Screens.
Damien Lekkas, Elad Yom-Tov, Michael V Heinz, Joseph A Gyorda, Theresa Nguyen

Comput Human Behav· August 2024

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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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Dysregulated Emotion and Trying Substances in Childhood: Insights from a Large Nationally Representative Cohort Study.
Robert J Klein, Joseph A Gyorda, Damien Lekkas, Nicholas C Jacobson

Subst Use Misuse· September 2023

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Evaluating the Impact of Mask Mandates and Political Party Affiliation on Mental Health Internet Search Behavior in the United States During the COVID-19 Pandemic: Generalized Additive Mixed Model Framework.
Joseph A Gyorda, Damien Lekkas, George Price, Nicholas C Jacobson

J Med Internet Res· March 2023

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A machine learning investigation into the temporal dynamics of physical activity-mediated emotional regulation in adolescents with anorexia nervosa and healthy controls.
Damien Lekkas, Joseph A Gyorda, Nicholas C Jacobson

Eur Eat Disord Rev· January 2023

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Applying ensemble machine learning models to predict individual response to a digitally delivered worry postponement intervention.
Joseph A Gyorda, Matthew D Nemesure, George Price, Nicholas C Jacobson

J Affect Disord· January 2023

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Second-to-Second Affective Responses to Images Correspond With Affective Reactivity, Variability, and Instability in Daily Life.
Robert J Klein, Russell Rapaport, Joseph A Gyorda, Nicholas C Jacobson, Michael D Robinson

Exp Psychol· January 2023

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Adolescent Emotion Regulation and Future Psychopathology: A Prospective Transdiagnostic Analysis.
Robert J Klein, Nhi D Nguyen, Joseph A Gyorda, Nicholas C Jacobson

J Res Adolesc· December 2022

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Using passive sensor data to probe associations of social structure with changes in personality: A synthesis of network analysis and machine learning.
Damien Lekkas, Joseph A Gyorda, Erika L Moen, Nicholas C Jacobson

PLoS One· December 2022

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Anxiety, depression, and substance experimentation in childhood.
Robert J Klein, Joseph A Gyorda, Nicholas C Jacobson

PLoS One· May 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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