Liu T - 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: liu t. 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

A web-based automated machine learning platform to analyze liquid biopsy data.

Shen H, Liu T, Cui J, Borole P, Benjamin A, Kording K, Issadore D. Shen H, et al. Among authors: liu t. Lab Chip. 2020 Jun 21;20(12):2166-2174. doi: 10.1039/d0lc00096e. Epub 2020 May 18. Lab Chip. 2020. PMID: 32420563

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. 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. Among authors: liu t. 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. 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: liu t. 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

Analyzing text message linguistic features: Do people with depression communicate differently with their close and non-close contacts?

Meyerhoff J, Liu T, Stamatis CA, Liu T, Wang H, Meng Y, Curtis B, Karr CJ, Sherman G, Ungar LH, Mohr DC. Meyerhoff J, et al. Among authors: liu t. Behav Res Ther. 2023 Jul;166:104342. doi: 10.1016/j.brat.2023.104342. Epub 2023 May 27. Behav Res Ther. 2023. PMID: 37269650 Free PMC article. Review.

10

Differential temporal utility of passively sensed smartphone features for depression and anxiety symptom prediction: a longitudinal cohort study.

Stamatis CA, Meyerhoff J, Meng Y, Lin ZCC, Cho YM, Liu T, Karr CJ, Liu T, Curtis BL, Ungar LH, Mohr DC. Stamatis CA, et al. Among authors: liu t. Npj Ment Health Res. 2024 Jan 4;3(1):1. doi: 10.1038/s44184-023-00041-y. Npj Ment Health Res. 2024. PMID: 38609548 Free PMC article.

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