| Mental health mobile phone app usage, concerns, and benefits among psychiatric outpatients: comparative survey study J Torous, H Wisniewski, G Liu, M Keshavan JMIR mental health 5 (4), e11715, 2018 | 209 | 2018 |
| Understanding the quality, effectiveness and attributes of top-rated smartphone health apps H Wisniewski, G Liu, P Henson, A Vaidyam, NK Hajratalli, JP Onnela, ... BMJ Ment Health 22 (1), 4-9, 2019 | 131 | 2019 |
| Assessing the potential of longitudinal smartphone based cognitive assessment in schizophrenia: A naturalistic pilot study G Liu, P Henson, M Keshavan, J Pekka-Onnela, J Torous Schizophrenia Research: Cognition 17, 100144, 2019 | 38 | 2019 |
| Smartphone GPS signatures of patients undergoing spine surgery correlate with mobility and current gold standard outcome measures A Boaro, J Leung, HT Reeder, F Siddi, E Mezzalira, G Liu, RA Mekary, ... Journal of Neurosurgery: Spine 35 (6), 796-806, 2021 | 26 | 2021 |
| Bidirectional imputation of spatial GPS trajectories with missingness using sparse online Gaussian process G Liu, JP Onnela Journal of the American Medical Informatics Association 28 (8), 1777-1784, 2021 | 23 | 2021 |
| Smartphone global positioning system (GPS) data enhances recovery assessment after breast cancer surgery N Panda, I Solsky, B Hawrusik, G Liu, H Reeder, S Lipsitz, EV Desai, ... Annals of Surgical Oncology 28 (2), 985-994, 2021 | 23 | 2021 |
| A comprehensive gene–environment interaction analysis in Ovarian Cancer using genome‐wide significant common variants S Kim, M Wang, JP Tyrer, A Jensen, A Wiensch, G Liu, AW Lee, RB Ness, ... International journal of cancer 144 (9), 2192-2205, 2019 | 20 | 2019 |
| Robust tests for additive gene-environment interaction in case-control studies using gene-environment independence G Liu, B Mukherjee, S Lee, AW Lee, AH Wu, EV Bandera, A Jensen, ... American journal of epidemiology 187 (2), 366-377, 2018 | 10 | 2018 |
| Online anomaly detection for smartphone-based multivariate behavioral time series data G Liu, JP Onnela Sensors 22 (6), 2110, 2022 | 6 | 2022 |
| Unsupervised Learning Methods in Digital Phenotyping G Liu Harvard University, 2021 | | 2021 |
Jukka-Pekka "JP" OnnelaProfessor of Biostatistics, Harvard UniversityVerified email at hsph.harvard.edu