The Trajectories of Online Mental Health Information Seeking: Modeling Search Behavior Before and After Completion of Self-report Screens.

Autor: Lekkas D; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, NH, United States., Yom-Tov E; Microsoft Research Israel, Herzeliya, Israel.; Faculty of Industrial Engineering and Management, Technion - Israel Institute of Technology, Haifa, Israel., Heinz MV; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States.; Department of Psychiatry, Geisel School of Medicine, Dartmouth College, Hanover, NH, United States., Gyorda JA; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, NH, United States., Nguyen T; Mental Health America, Alexandria, VA, United States., Barr PJ; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States.; The Dartmouth Institute of Health Policy & Clinical Practice, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States., Jacobson NC; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, NH, United States.; Department of Psychiatry, Geisel School of Medicine, Dartmouth College, Hanover, NH, United States.; Department of Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States.

Publikováno v: Computers in human behavior [Comput Human Behav] 2024 Aug; Vol. 157. Date of Electronic Publication: 2024 Apr 18.

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.

Autor: Gyorda JA; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, NH, United States., Lekkas D; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, NH, United States., Price G; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, NH, United States., Jacobson NC; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, NH, United States.; Department of Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Hanover, NH, United States.; Department of Psychiatry, Geisel School of Medicine, Dartmouth College, Hanover, NH, United States.

Publikováno v: Journal of medical Internet research [J Med Internet Res] 2023 Mar 03; Vol. 25, pp. e40308. Date of Electronic Publication: 2023 Mar 03.

A machine learning investigation into the temporal dynamics of physical activity-mediated emotional regulation in adolescents with anorexia nervosa and healthy controls.

Autor: Lekkas D; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, USA.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, New Hampshire, USA., Gyorda JA; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, USA.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, New Hampshire, USA., Jacobson NC; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, USA.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, New Hampshire, USA.; Department of Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, USA.; Department of Psychiatry, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.

Publikováno v: European eating disorders review : the journal of the Eating Disorders Association [Eur Eat Disord Rev] 2023 Jan; Vol. 31 (1), pp. 147-165. Date of Electronic Publication: 2022 Aug 25.

Dysregulated Emotion and Trying Substances in Childhood: Insights from a Large Nationally Representative Cohort Study.

Autor: Klein RJ; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA., Gyorda JA; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.; Mathematical Data Science Program, Dartmouth College, Hanover, New Hampshire, USA., Lekkas D; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, New Hampshire, USA., Jacobson NC; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, New Hampshire, USA.; Department of Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.; Department of Psychiatry, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.

Publikováno v: Substance use & misuse [Subst Use Misuse] 2023; Vol. 58 (13), pp. 1625-1633. Date of Electronic Publication: 2023 Aug 12.

Using passive sensor data to probe associations of social structure with changes in personality: A synthesis of network analysis and machine learning.

Autor: Lekkas D; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, United States of America.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, New Hampshire, United States of America., Gyorda JA; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, United States of America.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, New Hampshire, United States of America., Moen EL; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, New Hampshire, United States of America.; Department of Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, United States of America., Jacobson NC; Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, United States of America.; Quantitative Biomedical Sciences Program, Dartmouth College, Hanover, New Hampshire, United States of America.; Department of Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, United States of America.; Department of Psychiatry, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, United States of America.

Publikováno v: PloS one [PLoS One] 2022 Nov 30; Vol. 17 (11), pp. e0277516. Date of Electronic Publication: 2022 Nov 30 (Print Publication: 2022).