| Machine learning and neurosurgical outcome prediction: a systematic review JT Senders, PC Staples, AV Karhade, MM Zaki, WB Gormley, ... World neurosurgery 109, 476-486. e1, 2018 | 234 | 2018 |
| Relapse prediction in schizophrenia through digital phenotyping: a pilot study I Barnett, J Torous, P Staples, L Sandoval, M Keshavan, JP Onnela Neuropsychopharmacology 43 (8), 1660-1666, 2018 | 219 | 2018 |
| Utilizing a personal smartphone custom app to assess the patient health questionnaire-9 (PHQ-9) depressive symptoms in patients with major depressive disorder J Torous, P Staples, M Shanahan, C Lin, P Peck, M Keshavan, JP Onnela JMIR mental health 2 (1), e3889, 2015 | 211 | 2015 |
| Realizing the potential of mobile mental health: new methods for new data in psychiatry J Torous, P Staples, JP Onnela Current psychiatry reports 17 (8), 1-7, 2015 | 156 | 2015 |
| Characterizing the clinical relevance of digital phenotyping data quality with applications to a cohort with schizophrenia J Torous, P Staples, I Barnett, LR Sandoval, M Keshavan, JP Onnela NPJ digital medicine 1 (1), 1-9, 2018 | 69 | 2018 |
| The HOPE pilot study: harnessing patient-reported outcomes and biometric data to enhance cancer care AA Wright, N Raman, P Staples, S Schonholz, A Cronin, K Carlson, ... JCO clinical cancer informatics 2, 1-12, 2018 | 50 | 2018 |
| A comparison of passive and active estimates of sleep in a cohort with schizophrenia P Staples, J Torous, I Barnett, K Carlson, L Sandoval, M Keshavan, ... NPJ schizophrenia 3 (1), 1-6, 2017 | 44 | 2017 |
| An online calculator for the prediction of survival in glioblastoma patients using classical statistics and machine learning JT Senders, P Staples, A Mehrtash, DJ Cote, MJB Taphoorn, DA Reardon, ... Neurosurgery 86 (2), E184-E192, 2020 | 43 | 2020 |
| Beyond smartphones and sensors: choosing appropriate statistical methods for the analysis of longitudinal data I Barnett, J Torous, P Staples, M Keshavan, JP Onnela Journal of the American Medical Informatics Association 25 (12), 1669-1674, 2018 | 36 | 2018 |
| Characterizing Smartphone Engagement for Schizophrenia: Results of a Naturalist Mobile Health Study. J Torous, P Staples, L Slaters, J Adams, L Sandoval, JP Onnela, ... Clinical schizophrenia & related psychoses, 2017 | 36 | 2017 |
| Design and results of a smartphone‐based digital phenotyping study to quantify ALS progression JD Berry, S Paganoni, K Carlson, K Burke, H Weber, P Staples, J Salinas, ... Annals of Clinical and Translational Neurology 6 (5), 873-881, 2019 | 34 | 2019 |
| Incorporating contact network structure in cluster randomized trials PC Staples, EL Ogburn, JP Onnela Scientific reports 5 (1), 1-12, 2015 | 27 | 2015 |
| Barriers, benefits, and beliefs of brain training smartphone apps: an internet survey of younger US consumers J Torous, P Staples, E Fenstermacher, J Dean, M Keshavan Frontiers in Human Neuroscience, 180, 2016 | 26 | 2016 |
| Information-based medicine in glioma patients: A clinical perspective JT Senders, M Harary, BM Stopa, P Staples, MLD Broekman, TR Smith, ... Computational and Mathematical Methods in Medicine 2018, 2018 | 9 | 2018 |
| Machine learning and neurosurgical outcome prediction: a systematic review. World Neurosurg JT Senders, PC Staples, AV Karhade, MM Zaki, WB Gormley, ... | 9 | 2017 |
| A crossroad for validating digital tools in schizophrenia and mental health J Torous, P Staples, I Barnett, JP Onnela, M Keshavan npj Schizophrenia 4 (1), 1-2, 2018 | 7 | 2018 |
| 323. Utilizing smartphones to collect longitudinal digital phenotypes in patients with schizophrenia J Torous, P Staples, L Sandoval, I Barnett, JP Onnela, M Keshavan Biological Psychiatry 81 (10), S132-S133, 2017 | 7 | 2017 |
| Leveraging contact network information in clustered randomized trials of infectious processes P Staples, M Prague, DG Victor, JP Onnela arXiv preprint arXiv:1610.00039, 2016 | 7 | 2016 |
| Utilizing a custom application on personal smartphones to assess PHQ-9 depressive symptoms in patients with major depressive disorder J Torous, P Staples, M Shanahan, C Lin, P Peck JMIR Ment Health 2 (1), e8, 2015 | 6 | 2015 |
| 150. Automated longitudinal latent interval estimation with applications to sleep JP Onnela, M Keshavan, P Staples, I Barnett, J Torous Biological Psychiatry 83 (9), S61, 2018 | 5 | 2018 |
