| Machine learning and surgical outcomes prediction: a systematic review O Elfanagely, Y Toyoda, S Othman, JA Mellia, M Basta, T Liu, K Kording, ... Journal of Surgical Research 264, 346-361, 2021 | 46 | 2021 |
| The relationship between text message sentiment and self-reported depression T Liu, J Meyerhoff, JC Eichstaedt, CJ Karr, SM Kaiser, KP Kording, ... Journal of affective disorders 302, 7-14, 2022 | 37 | 2022 |
| Evaluation of changes in depression, anxiety, and social anxiety using smartphone sensor features: longitudinal cohort study J Meyerhoff, T Liu, KP Kording, LH Ungar, SM Kaiser, CJ Karr, DC Mohr Journal of medical Internet research 23 (9), e22844, 2021 | 37 | 2021 |
| Quantifying causality in data science with quasi-experiments T Liu, L Ungar, K Kording Nature computational science 1 (1), 24-32, 2021 | 31 | 2021 |
| Prospective associations of text‐message‐based sentiment with symptoms of depression, generalized anxiety, and social anxiety CA Stamatis, J Meyerhoff, T Liu, G Sherman, H Wang, T Liu, B Curtis, ... Depression and anxiety 39 (12), 794-804, 2022 | 19 | 2022 |
| A web-based automated machine learning platform to analyze liquid biopsy data H Shen, T Liu, J Cui, P Borole, A Benjamin, K Kording, D Issadore Lab on a Chip 20 (12), 2166-2174, 2020 | 16 | 2020 |
| A large language model-assisted education tool to provide feedback on open-ended responses JK Matelsky, F Parodi, T Liu, RD Lange, KP Kording arXiv preprint arXiv:2308.02439, 2023 | 8 | 2023 |
| Analyzing text message linguistic features: Do people with depression communicate differently with their close and non-close contacts? J Meyerhoff, T Liu, CA Stamatis, T Liu, H Wang, Y Meng, B Curtis, CJ Karr, ... Behaviour Research and Therapy, 104342, 2023 | 7 | 2023 |
| Machine learning for phone-based relationship estimation: the need to consider population heterogeneity T Liu, J Nicholas, MM Theilig, SC Guntuku, K Kording, DC Mohr, L Ungar Proceedings of the ACM on interactive, mobile, wearable and ubiquitous …, 2019 | 7 | 2019 |
| COVID-19 pandemic: every day feels like a weekday to most T Liu, J Meyerhoff, DC Mohr, LH Ungar, KP Kording medRxiv, 2020.05. 11.20098228, 2020 | 3 | 2020 |
| Neuromatch Academy: a 3-week, online summer school in computational neuroscience BM t Hart, T Achakulvisut, A Adeyemi, A Akrami, B Alicea, ... Technological University Dublin, 2022 | 2 | 2022 |
| Differential temporal utility of passively sensed smartphone features for depression and anxiety symptom prediction: a longitudinal cohort study CA Stamatis, J Meyerhoff, Y Meng, ZCC Lin, YM Cho, T Liu, CJ Karr, T Liu, ... npj Mental Health Research 3 (1), 1, 2024 | 1 | 2024 |
| Towards Cotenable and Causal Shapley Feature Explanations T Liu, L Ungar AAAI 2021 Workshop: Trustworthy AI for Healthcare, 2021 | 1 | 2021 |
| Computational Kinematics of Dance: Distinguishing Hip Hop Genres B Baker, T Liu, J Matelsky, F PARODI, JW Krakauer, B Mensh, K Kording Frontiers in Robotics and AI 11, 1295308, 2024 | | 2024 |
| Optimal computed tomography-based biomarkers for prediction of incisional hernia formation AA Talwar, AA Desai, PB McAuliffe, RB Broach, JY Hsu, T Liu, JK Udupa, ... Hernia, 1-8, 2023 | | 2023 |
| Automated Detection of Causal Inference Opportunities: Regression Discontinuity Subgroup Discovery T Liu, P Lawlor, L Ungar, K Kording, R Ladhania Transactions on Machine Learning Research, 2023 | | 2023 |
| Leveraging Natural Language Processing and Artificial Intelligence to Label Unstructured Data for Risk Prediction C Amro, A Desai, P Dattatri, T Liu, JY Hsu, RB Broach, LH Ungar, ... British Journal of Surgery 110, znad080. 026, 2023 | | 2023 |
| Automated Machine Learning for Risk Prediction of Incisional Hernia in Abdominal Surgery Patients AA Talwar, AA Desai, PB McAuliffe, T Liu, V James, I Percec, RB Broach, ... Plastic and Reconstructive Surgery–Global Open 10, 10, 2022 | | 2022 |
| Data-driven exclusion criteria for instrumental variable studies T Liu, P Lawlor, L Ungar, K Kording First Conference on Causal Learning and Reasoning 177, 485-508, 2022 | | 2022 |
Lyle UngarUniversity of PennsylvaniaVerified email at cis.upenn.edu
