| 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 | 399 | 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 | 347 | 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 | 273 | 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, 1-7, 2015 | 179 | 2015 |
| 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 | 99 | 2020 |
| 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), 15, 2018 | 99 | 2018 |
| 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 | 80 | 2019 |
| 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 | 78 | 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), 37, 2017 | 57 | 2017 |
| Utilizing a personal smartphone custom app to assess the Patient Health Questionnaire-9 (PHQ-9) depressive symptoms in patients with major depressive disorder. JMIR Ment Health … J Torous, P Staples, M Shanahan, C Lin, P Peck, M Keshavan, J Onnela Epub 2015/11/07. https://doi. org/10.2196/mental. 3889 PMID: 26543914, 2015 | 57 | 2015 |
| 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 | 49 | 2017 |
| 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 | 47 | 2018 |
| Incorporating contact network structure in cluster randomized trials PC Staples, EL Ogburn, JP Onnela Scientific reports 5 (1), 17581, 2015 | 34 | 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 10, 185264, 2016 | 31 | 2016 |
| Machine learning and neurosurgical outcome prediction: a systematic review. World Neurosurg JT Senders, PC Staples, AV Karhade, MM Zaki, WB Gormley, ... | 11 | 2017 |
| 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 (1), 8572058, 2018 | 10 | 2018 |
| 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), 6, 2018 | 9 | 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 | 8 | 2017 |
| Using a network-based approach and targeted maximum likelihood estimation to evaluate the effect of adding pre-exposure prophylaxis to an ongoing test-and-treat trial L Balzer, P Staples, JP Onnela, V DeGruttola Clinical Trials 14 (2), 201-210, 2017 | 8 | 2017 |
| Estimating longitudinal depressive symptoms from smartphone data in a transdiagnostic cohort AM Pellegrini, EJ Huang, PC Staples, KL Hart, JM Lorme, HE Brown, ... Brain and Behavior 12 (2), e02077, 2022 | 7 | 2022 |
