Ungar LH - Search Results

1

Evaluation of Changes in Depression, Anxiety, and Social Anxiety Using Smartphone Sensor Features: Longitudinal Cohort Study.

Meyerhoff J, Liu T, Kording KP, Ungar LH, Kaiser SM, Karr CJ, Mohr DC. Meyerhoff J, et al. Among authors: ungar lh. J Med Internet Res. 2021 Sep 3;23(9):e22844. doi: 10.2196/22844. J Med Internet Res. 2021. PMID: 34477562 Free PMC article.

2

Variations in Facebook Posting Patterns Across Validated Patient Health Conditions: A Prospective Cohort Study.

Smith RJ, Crutchley P, Schwartz HA, Ungar L, Shofer F, Padrez KA, Merchant RM. Smith RJ, et al. J Med Internet Res. 2017 Jan 6;19(1):e7. doi: 10.2196/jmir.6486. J Med Internet Res. 2017. PMID: 28062392 Free PMC article.

3

Machine Learning for Phone-Based Relationship Estimation: The Need to Consider Population Heterogeneity.

Liu T, Nicholas J, Theilig MM, Guntuku SC, Kording K, Mohr DC, Ungar L. Liu T, et al. Proc ACM Interact Mob Wearable Ubiquitous Technol. 2019 Dec;3(4):145. doi: 10.1145/3369820. Proc ACM Interact Mob Wearable Ubiquitous Technol. 2019. PMID: 32490330 Free PMC article.

4

COVID-19 pandemic: every day feels like a weekday to most.

Liu T, Meyerhoff J, Mohr DC, Ungar LH, Kording KP. Liu T, et al. Among authors: ungar lh. medRxiv [Preprint]. 2020 May 18:2020.05.11.20098228. doi: 10.1101/2020.05.11.20098228. medRxiv. 2020. PMID: 32511551 Free PMC article. Preprint.

5

Machine Learning and Surgical Outcomes Prediction: A Systematic Review.

Elfanagely O, Toyoda Y, Othman S, Mellia JA, Basta M, Liu T, Kording K, Ungar L, Fischer JP. Elfanagely O, et al. J Surg Res. 2021 Aug;264:346-361. doi: 10.1016/j.jss.2021.02.045. Epub 2021 Apr 10. J Surg Res. 2021. PMID: 33848833

6

The relationship between text message sentiment and self-reported depression.

Liu T, Meyerhoff J, Eichstaedt JC, Karr CJ, Kaiser SM, Kording KP, Mohr DC, Ungar LH. Liu T, et al. Among authors: ungar lh. J Affect Disord. 2022 Apr 1;302:7-14. doi: 10.1016/j.jad.2021.12.048. Epub 2021 Dec 25. J Affect Disord. 2022. PMID: 34963643 Free PMC article.

7

Quantifying causality in data science with quasi-experiments.

Liu T, Ungar L, Kording K. Liu T, et al. Nat Comput Sci. 2021 Jan;1(1):24-32. doi: 10.1038/s43588-020-00005-8. Epub 2021 Jan 14. Nat Comput Sci. 2021. PMID: 35662911 Free PMC article.

8

Prospective associations of text-message-based sentiment with symptoms of depression, generalized anxiety, and social anxiety.

Stamatis CA, Meyerhoff J, Liu T, Sherman G, Wang H, Liu T, Curtis B, Ungar LH, Mohr DC. Stamatis CA, et al. Among authors: ungar lh. Depress Anxiety. 2022 Dec;39(12):794-804. doi: 10.1002/da.23286. Epub 2022 Oct 25. Depress Anxiety. 2022. PMID: 36281621 Free PMC article.

9

The association of language style matching in text messages with mood and anxiety symptoms.

Stamatis CA, Meyerhoff J, Liu T, Hou Z, Sherman G, Curtis BL, Ungar LH, Mohr DC. Stamatis CA, et al. Among authors: ungar lh. Procedia Comput Sci. 2022;206:151-161. doi: 10.1016/j.procs.2022.09.094. Epub 2022 Sep 21. Procedia Comput Sci. 2022. PMID: 36567869 Free PMC article.

10

Evaluating the predictability of medical conditions from social media posts.

Merchant RM, Asch DA, Crutchley P, Ungar LH, Guntuku SC, Eichstaedt JC, Hill S, Padrez K, Smith RJ, Schwartz HA. Merchant RM, et al. Among authors: ungar lh. PLoS One. 2019 Jun 17;14(6):e0215476. doi: 10.1371/journal.pone.0215476. eCollection 2019. PLoS One. 2019. PMID: 31206534 Free PMC article.

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