| Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data Y Liu, B Logan, N Liu, Z Xu, J Tang, Y Wang Healthcare Informatics (ICHI), 2017 IEEE International Conference on, 380-385, 2017 | 128 | 2017 |
| Augmented outcome‐weighted learning for estimating optimal dynamic treatment regimens Y Liu, Y Wang, MR Kosorok, Y Zhao, D Zeng Statistics in medicine 37 (26), 3776-3788, 2018 | 123* | 2018 |
| The COVID-19 pandemic as a traumatic stressor: mental health responses of older adults with chronic PTSD BR Rutherford, CJ Choi, M Chrisanthopolous, C Salzman, C Zhu, ... The American Journal of Geriatric Psychiatry 29 (2), 105-114, 2021 | 61 | 2021 |
| Variable selection and prediction with incomplete high-dimensional data Y Liu, Y Wang, Y Feng, MM Wall The annals of applied statistics 10 (1), 418, 2016 | 61 | 2016 |
| Moving toward a consensus DSC-MRI protocol: validation of a low–flip angle single-dose option as a reference standard for brain tumors KM Schmainda, MA Prah, LS Hu, CC Quarles, N Semmineh, SD Rand, ... American Journal of Neuroradiology 40 (4), 626-633, 2019 | 51 | 2019 |
| Multisite concordance of DSC-MRI analysis for brain tumors: results of a national cancer institute quantitative imaging network collaborative project KM Schmainda, MA Prah, SD Rand, Y Liu, B Logan, M Muzi, SD Rane, ... American Journal of Neuroradiology 39 (6), 1008-1016, 2018 | 49 | 2018 |
| Comparative analysis of calcineurin inhibitor–based methotrexate and mycophenolate mofetil–containing regimens for prevention of graft-versus-host disease after reduced … S Chhabra, Y Liu, MT Hemmer, L Costa, JA Pidala, DR Couriel, AM Alousi, ... Biology of Blood and Marrow Transplantation 25 (1), 73-85, 2019 | 44 | 2019 |
| The (lack of) effect of alprazolam on eating behavior in anorexia nervosa: a preliminary report JE Steinglass, SC Kaplan, Y Liu, Y Wang, BT Walsh International Journal of Eating Disorders 47 (8), 901-904, 2014 | 44 | 2014 |
| Abnormal eating behavior in video-recorded meals in anorexia nervosa L Gianini, Y Liu, Y Wang, E Attia, BT Walsh, J Steinglass Eating behaviors 19, 28-32, 2015 | 42 | 2015 |
| Deep latent variable models for generating knockoffs Y Liu, C Zheng Stat 8 (1), e260, 2019 | 36* | 2019 |
| Learning optimal individualized treatment rules from electronic health record data Y Wang, P Wu, Y Liu, C Weng, D Zeng 2016 IEEE International Conference on Healthcare Informatics (ICHI), 65-71, 2016 | 35 | 2016 |
| Use of mobile assessment technologies in inpatient psychiatric settings D Kimhy, J Vakhrusheva, Y Liu, Y Wang Asian journal of psychiatry 10, 90-95, 2014 | 35 | 2014 |
| Learning the dynamic treatment regimes from medical registry data through deep Q-network N Liu, Y Liu, B Logan, Z Xu, J Tang, Y Wang Scientific reports 9 (1), 1495, 2019 | 34 | 2019 |
| Minimally invasive hepatectomy conversions: an analysis of risk factors and outcomes JP Silva, NG Berger, Z Yin, Y Liu, S Tsai, KK Christians, CN Clarke, ... HPB 20 (2), 132-139, 2018 | 23 | 2018 |
| A postoperative parathyroid hormone-based algorithm to reduce symptomatic hypocalcemia following completion/total thyroidectomy: A retrospective analysis of 591 patients IG Mazotas, TWF Yen, J Park, Y Liu, DC Eastwood, AA Carr, DB Evans, ... Surgery 164 (4), 746-753, 2018 | 22 | 2018 |
| A multi-institutional comparison of adrenal venous sampling in patients with primary aldosteronism: caution advised if successful bilateral adrenal vein sampling is not achieved TS Wang, G Kline, TW Yen, Z Yin, Y Liu, W Rilling, B So, JW Findling, ... World Journal of Surgery 42, 466-472, 2018 | 22 | 2018 |
| Comparison of outcomes of HCT in blast phase of BCR-ABL1− MPN with de novo AML and with AML following MDS V Gupta, S Kim, ZH Hu, Y Liu, M Aljurf, U Bacher, A Beitinjaneh, JY Cahn, ... Blood advances 4 (19), 4748-4757, 2020 | 16 | 2020 |
| Sequential multiple assignment randomization trials with enrichment design Y Liu, Y Wang, D Zeng Biometrics 73 (2), 378-390, 2017 | 14 | 2017 |
| Hearing rehabilitative treatment for older adults with comorbid hearing loss and depression: effects on depressive symptoms and executive function K Brewster, CJ Choi, X He, AH Kim, JS Golub, PJ Brown, Y Liu, SP Roose, ... The American Journal of Geriatric Psychiatry 30 (4), 448-458, 2022 | 12 | 2022 |
| Use of personalized dynamic treatment regimes (DTRs) and sequential multiple assignment randomized trials (SMARTs) in mental health studies Y Liu, Z Donglin, W Yuanjia Shanghai archives of psychiatry 26 (6), 376, 2014 | 12 | 2014 |
Michael R. KosorokW.R. Kenan, Jr. Distinguished Professor of Biostatistics, University of North CarolinaDirección de correo verificada de unc.edu
