| Genomics and epidemiology of the P. 1 SARS-CoV-2 lineage in Manaus, Brazil NR Faria, TA Mellan, C Whittaker, IM Claro, DS Candido, S Mishra, ... Science 372 (6544), 815-821, 2021 | 1557 | 2021 |
| Type 2 diabetes and COVID-19–related mortality in the critical care setting: a national cohort study in England, March–July 2020 JM Dennis, BA Mateen, R Sonabend, NJ Thomas, KA Patel, AT Hattersley, ... Diabetes care 44 (1), 50-57, 2021 | 177 | 2021 |
| Non-pharmaceutical interventions, vaccination, and the SARS-CoV-2 delta variant in England: a mathematical modelling study R Sonabend, LK Whittles, N Imai, PN Perez-Guzman, ES Knock, ... The Lancet 398 (10313), 1825-1835, 2021 | 145 | 2021 |
| mlr3proba: an R package for machine learning in survival analysis R Sonabend, FJ Király, A Bender, B Bischl, M Lang Bioinformatics 37 (17), 2789-2791, 2021 | 69 | 2021 |
| Spatial and temporal fluctuations in COVID-19 fatality rates in Brazilian hospitals A Brizzi, C Whittaker, LMS Servo, I Hawryluk, CA Prete Jr, WM de Souza, ... Nature medicine 28 (7), 1476-1485, 2022 | 47* | 2022 |
| Interpreting estimates of coronavirus disease 2019 (COVID-19) vaccine efficacy and effectiveness to inform simulation studies of vaccine impact: a systematic review N Imai, AB Hogan, L Williams, A Cori, TD Mangal, P Winskill, LK Whittles, ... Wellcome Open Research 6, 185, 2021 | 22 | 2021 |
| Health related quality of life in COVID-19 survivors discharged from acute hospitals: results of a short-form 36-item survey A Saverino, E Zsirai, R Sonabend, L Gaggero, I Cevasco, C Pistarini, ... F1000Research 10, 282, 2021 | 19 | 2021 |
| Applied machine learning using mlr3 in R B Bischl, R Sonabend, L Kotthoff, M Lang CRC Press, 2024 | 14* | 2024 |
| Deep learning for survival analysis: A review S Wiegrebe, P Kopper, R Sonabend, A Bender arXiv preprint arXiv:2305.14961, 2023 | 13 | 2023 |
| Cultural transmission and perception of vessel shapes among Hebron potters E Gandon, T Nonaka, T Coyle, E Coyle, R Sonabend, C Ogbonnaya, ... Journal of Anthropological Archaeology 63, 101334, 2021 | 12 | 2021 |
| Author Correction: Epidemiological drivers of transmissibility and severity of SARS-CoV-2 in England PN Perez-Guzman, E Knock, N Imai, T Rawson, Y Elmaci, J Alcada, ... nature communications 14 (1), 8099, 2023 | 11 | 2023 |
| Quantifying the effect of delaying the second COVID-19 vaccine dose in England: a mathematical modelling study N Imai, T Rawson, ES Knock, R Sonabend, Y Elmaci, PN Perez-Guzman, ... The Lancet Public Health 8 (3), e174-e183, 2023 | 11 | 2023 |
| Avoiding C-hacking when evaluating survival distribution predictions with discrimination measures R Sonabend, A Bender, S Vollmer Bioinformatics 38 (17), 4178-4184, 2022 | 10 | 2022 |
| NIPS-not even wrong? A systematic review of empirically complete demonstrations of algorithmic effectiveness in the machine learning and artificial intelligence literature FJ Király, B Mateen, R Sonabend arXiv preprint arXiv:1812.07519, 2018 | 10 | 2018 |
| Designing machine learning toolboxes: Concepts, principles and patterns FJ Király, M Löning, A Blaom, A Guecioueur, R Sonabend arXiv preprint arXiv:2101.04938, 2021 | 9 | 2021 |
| Evaluating the Roadmap out of Lockdown: modelling step 4 of the roadmap in the context of B. 1.617. 2 R Sonabend, LK Whittles, N Imai, ES Knock, PN Perez-Guzman, ... Imper. Coll. London 9, 2021 | 9 | 2021 |
| A theoretical and methodological framework for machine learning in survival analysis: Enabling transparent and accessible predictive modelling on right-censored time-to-event data REB Sonabend UCL (University College London), 2021 | 8 | 2021 |
| Assessing the influence of culture on craft skills: A quantitative study with expert Nepalese potters E Gandon, T Nonaka, R Sonabend, J Endler Plos one 15 (10), e0239139, 2020 | 8 | 2020 |
| distr6: R6 Object-Oriented Probability Distributions Interface in R R Sonabend, FJ Király The R Journal 13 (1), 444-466, 2021 | 7* | 2021 |
| Diabetes and COVID-19 related mortality in the critical care setting: a Real-Time national cohort study in England JM Dennis, BA Mateen, R Sonabend, NJ Thomas, KA Patel, AT Hattersley, ... Available at SSRN 3615999, 2020 | 7 | 2020 |
