🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Tony Liu

Mount Holyoke College

ORCID: 0000-0002-3707-3989
PsychologyMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile
0Author DataRank

Indexed papers

1in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Comparing patterns of recent mental health service use for predicting suicidal events following emergency department mental health visits in the United States: A national cohort study

Social Psychiatry and Psychiatric Epidemiology(2025)10.1007/s00127-025-03016-w
Top 100%
0DataRank
Top 100%0 citations

Steven C. Marcus, Ming Xie, Sara Cullen, Tony Liu, Lyle Ungar +4 more

Papers

Driven by 6 papers — median percentile 0. Top paper: “Evaluation of Changes in Depression, Anxiety, and Social Anxiety Using Smartphone Sensor Features: Longitudinal Cohort Study”.

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

Journal of Medical Internet Research(2021)10.2196/22844
N/A
0DataRank · unranked
87 citations

Tony Liu, Konrad P. Körding, Lyle Ungar, Susan M. Kaiser, Chris Karr +2 more

Quantifying causality in data science with quasi-experiments

Nature Computational Science(2021)10.1038/s43588-020-00005-8
N/A
0DataRank · unranked
35 citations

Lyle Ungar, Konrad P. Körding, Tony Liu

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

Behaviour Research and Therapy(2023)10.1016/j.brat.2023.104342
N/A
0DataRank · unranked
28 citations

Tingting Liu, Caitlin A. Stamatis, Tony Liu, Haoxiang Wang, Yixuan Meng +6 more

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

npj Mental Health Research(2024)10.1038/s44184-023-00041-y
N/A
0DataRank · unranked
40 citations

Jonah Meyerhoff, Yixuan Meng, Zhi Chong Chris Lin, Young Min Cho, Tony Liu +6 more

A cohort study of predictors of short-term nonfatal suicidal and self-harm events among individuals with mental health disorders treated in the emergency department

Journal of Psychiatric Research(2025)10.1016/j.jpsychires.2025.04.035
N/A
0DataRank · unranked
1 citations

Sara Cullen, Timothy Schmutte, Ming Xie, Tony Liu, Lyle Ungar +4 more

Comparing patterns of recent mental health service use for predicting suicidal events following emergency department mental health visits in the United States: A national cohort study

Social Psychiatry and Psychiatric Epidemiology(2025)10.1007/s00127-025-03016-w
Top 100%
0DataRank
Top 100%0 citations

Steven C. Marcus, Ming Xie, Sara Cullen, Tony Liu, Lyle Ungar +4 more