Tony Liu
Mount Holyoke College(US)
Publications by Year
Research Areas
Digital Mental Health Interventions, Mental Health Research Topics, Mental Health via Writing, COVID-19 and Mental Health, Suicide and Self-Harm Studies
Most-Cited Works
- → Machine Learning and Surgical Outcomes Prediction: A Systematic Review(2021)108 cited
- → Evaluation of Changes in Depression, Anxiety, and Social Anxiety Using Smartphone Sensor Features: Longitudinal Cohort Study(2021)84 cited
- → The relationship between text message sentiment and self-reported depression(2021)64 cited
- → Prospective associations of text‐message‐based sentiment with symptoms of depression, generalized anxiety, and social anxiety(2022)42 cited
- → Quantifying causality in data science with quasi-experiments(2021)33 cited
- → Differential temporal utility of passively sensed smartphone features for depression and anxiety symptom prediction: a longitudinal cohort study(2024)31 cited
- → A web-based automated machine learning platform to analyze liquid biopsy data(2020)27 cited
- → Analyzing text message linguistic features: Do people with depression communicate differently with their close and non-close contacts?(2023)27 cited
- → Classifying Unstructured Text in Electronic Health Records for Mental Health Prediction Models: Large Language Model Evaluation Study(2024)18 cited
- → Machine Learning for Phone-Based Relationship Estimation(2019)8 cited