Price G - Search Results

1

Flattening the Mental Health Curve: COVID-19 Stay-at-Home Orders Are Associated With Alterations in Mental Health Search Behavior in the United States.

Jacobson NC, Lekkas D, Price G, Heinz MV, Song M, O'Malley AJ, Barr PJ. Jacobson NC, et al. Among authors: price g. JMIR Ment Health. 2020 Jun 1;7(6):e19347. doi: 10.2196/19347. JMIR Ment Health. 2020. PMID: 32459186 Free PMC article.

2

Using Smartphone App Use and Lagged-Ensemble Machine Learning for the Prediction of Work Fatigue and Boredom.

Lekkas D, Price GD, Jacobson NC. Lekkas D, et al. Comput Human Behav. 2022 Feb;127:107029. doi: 10.1016/j.chb.2021.107029. Epub 2021 Sep 24. Comput Human Behav. 2022. PMID: 34776600 Free PMC article.

3

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.

Lekkas D, Gyorda JA, Price GD, Wortzman Z, Jacobson NC. Lekkas D, et al. J Med Internet Res. 2022 Jan 27;24(1):e32731. doi: 10.2196/32731. J Med Internet Res. 2022. PMID: 34932494 Free PMC article.

4

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.

Heinz MV, Price GD, Ruan F, Klein RJ, Nemesure M, Lopez A, Jacobson NC. Heinz MV, et al. JAMA Netw Open. 2022 Apr 1;5(4):e225403. doi: 10.1001/jamanetworkopen.2022.5403. JAMA Netw Open. 2022. PMID: 35389502 Free PMC article.

5

An unsupervised machine learning approach using passive movement data to understand depression and schizophrenia.

Price GD, Heinz MV, Zhao D, Nemesure M, Ruan F, Jacobson NC. Price GD, et al. J Affect Disord. 2022 Nov 1;316:132-139. doi: 10.1016/j.jad.2022.08.013. Epub 2022 Aug 12. J Affect Disord. 2022. PMID: 35964770 Free PMC article.

6

Predicting symptom response and engagement in a digital intervention among individuals with schizophrenia and related psychoses.

Price GD, Heinz MV, Nemesure MD, McFadden J, Jacobson NC. Price GD, et al. Front Psychiatry. 2022 Aug 11;13:807116. doi: 10.3389/fpsyt.2022.807116. eCollection 2022. Front Psychiatry. 2022. PMID: 36032242 Free PMC article.

7

Applying ensemble machine learning models to predict individual response to a digitally delivered worry postponement intervention.

Gyorda JA, Nemesure MD, Price G, Jacobson NC. Gyorda JA, et al. Among authors: price g. J Affect Disord. 2023 Jan 1;320:201-210. doi: 10.1016/j.jad.2022.09.112. Epub 2022 Sep 24. J Affect Disord. 2023. PMID: 36167247 Free PMC article.

8

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.

Gyorda JA, Lekkas D, Price G, Jacobson NC. Gyorda JA, et al. Among authors: price g. J Med Internet Res. 2023 Mar 3;25:e40308. doi: 10.2196/40308. J Med Internet Res. 2023. PMID: 36735836 Free PMC article.

9

Leveraging deep learning models to understand the daily experience of anxiety in teenagers over the course of a year.

Wang B, Nemesure MD, Park C, Price GD, Heinz MV, Jacobson NC. Wang B, et al. J Affect Disord. 2023 May 15;329:293-299. doi: 10.1016/j.jad.2023.02.084. Epub 2023 Feb 27. J Affect Disord. 2023. PMID: 36858267

10

Depression deconstructed: Wearables and passive digital phenotyping for analyzing individual symptoms.

Lekkas D, Gyorda JA, Price GD, Jacobson NC. Lekkas D, et al. Behav Res Ther. 2023 Sep;168:104382. doi: 10.1016/j.brat.2023.104382. Epub 2023 Aug 2. Behav Res Ther. 2023. PMID: 37544229

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