| Extending inferences from a randomized trial to a new target population IJ Dahabreh, SE Robertson, JA Steingrimsson, EA Stuart, MA Hernan Statistics in medicine 39 (14), 1999-2014, 2020 | 150 | 2020 |
| Towards causally interpretable meta-analysis: transporting inferences from multiple randomized trials to a new target population IJ Dahabreh, LC Petito, SE Robertson, MA Hernán, JA Steingrimsson Epidemiology (Cambridge, Mass.) 31 (3), 334, 2020 | 59 | 2020 |
| Censoring unbiased regression trees and ensembles JA Steingrimsson, L Diao, RL Strawderman Journal of the American Statistical Association 114 (525), 370-383, 2019 | 51 | 2019 |
| Doubly robust survival trees JA Steingrimsson, L Diao, AM Molinaro, RL Strawderman Statistics in medicine 35 (20), 3595-3612, 2016 | 43 | 2016 |
| Personalized risk prediction in clinical oncology research: applications and practical issues using survival trees and random forests C Hu, JA Steingrimsson Journal of biopharmaceutical statistics 28 (2), 333-349, 2018 | 42 | 2018 |
| Improving precision by adjusting for prognostic baseline variables in randomized trials with binary outcomes, without regression model assumptions JA Steingrimsson, DF Hanley, M Rosenblum Contemporary clinical trials 54, 18-24, 2017 | 36 | 2017 |
| Tumor deposits in stage III colon cancer: correlation with other histopathologic variables, prognostic value, and risk stratification—time to consider “N2c” VE Pricolo, J Steingrimsson, TJ McDuffie, JM McHale, B McMillen, ... American Journal of Clinical Oncology 43 (2), 133, 2020 | 32 | 2020 |
| Deep learning for survival outcomes JA Steingrimsson, S Morrison Statistics in medicine 39 (17), 2339-2349, 2020 | 28 | 2020 |
| Efficient and robust methods for causally interpretable meta‐analysis: Transporting inferences from multiple randomized trials to a target population IJ Dahabreh, SE Robertson, LC Petito, MA Hernán, JA Steingrimsson Biometrics, 2023 | 27 | 2023 |
| Machine learning to develop and internally validate a predictive model for post-operative delirium in a prospective, observational clinical cohort study of older surgical patients AM Racine, D Tommet, ML D’Aquila, TG Fong, Y Gou, PA Tabloski, ... Journal of general internal medicine 36, 265-273, 2021 | 26 | 2021 |
| Transporting a prediction model for use in a new target population JA Steingrimsson, C Gatsonis, B Li, IJ Dahabreh American Journal of Epidemiology 192 (2), 296-304, 2023 | 17 | 2023 |
| Causal interaction trees: Finding subgroups with heterogeneous treatment effects in observational data J Yang, IJ Dahabreh, JA Steingrimsson Biometrics 78 (2), 624-635, 2022 | 17 | 2022 |
| Linking structural racism and discrimination and breast cancer outcomes: a social genomics approach RC Carlos, S Obeng-Gyasi, SW Cole, BJ Zebrack, ED Pisano, ... Journal of Clinical Oncology 40 (13), 1407, 2022 | 17 | 2022 |
| Empirical comparison of analytical approaches for identifying molecular HIV-1 clusters V Novitsky, JA Steingrimsson, M Howison, FS Gillani, Y Li, A Manne, ... Scientific reports 10 (1), 18547, 2020 | 13 | 2020 |
| Estimation in the semiparametric accelerated failure time model with missing covariates: improving efficiency through augmentation JA Steingrimsson, RL Strawderman Journal of the American Statistical Association 112 (519), 1221-1235, 2017 | 13 | 2017 |
| Classification of Listeria monocytogenes Persistence in Retail Delicatessen Environments Using Expert Elicitation and Machine Learning P Vangay, J Steingrimsson, M Wiedmann, MJ Stasiewicz Risk analysis 34 (10), 1830-1845, 2014 | 13 | 2014 |
| Causally interpretable meta-analysis: application in adolescent HIV prevention DH Barker, IJ Dahabreh, JA Steingrimsson, C Houck, G Donenberg, ... Prevention Science, 1-12, 2022 | 12 | 2022 |
| Generalizing trial findings using nested trial designs with sub-sampling of non-randomized individuals IJ Dahabreh, MA Hernán, SE Robertson, A Buchanan, JA Steingrimsson arXiv preprint arXiv:1902.06080, 2019 | 12 | 2019 |
| Self-rated health and socio-economic status among older adults in Northern Iceland AK Sigurdardottir, GK Kristófersson, SS Gústafsdóttir, SB Sigurdsson, ... International Journal of Circumpolar Health 78 (1), 1697476, 2019 | 11 | 2019 |
| Subgroup identification using covariate‐adjusted interaction trees JA Steingrimsson, J Yang Statistics in medicine 38 (21), 3974-3984, 2019 | 10 | 2019 |
Michael RosenblumProfessor of Biostatistics, Johns Hopkins UniversityE-mailová adresa ověřena na: jhsph.edu
