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Raphael Sonabend
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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
8092021
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
892021
Genomics and epidemiology of a novel SARS-CoV-2 lineage in Manaus
NR Faria, TA Mellan, C Whittaker, IM Claro, DDS Candido, S Mishra, ...
Brazil. medRxiv 2021 (26.21252554), 2021
822021
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
412021
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
102021
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), 185, 2021
102021
Genomics and epidemiology of a novel SARS-CoV-2 lineage in Manaus, Brazil. medRxiv
NR Faria, TA Mellan, C Whittaker, IM Claro, DS Candido, S Mishra, ...
Published online March 3 (2021), 10.1101, 2021
102021
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
92018
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), 282, 2021
62021
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
62020
Designing machine learning toolboxes: Concepts, principles and patterns
FJ Király, M Löning, A Blaom, A Guecioueur, R Sonabend
arXiv preprint arXiv:2101.04938, 2021
52021
distr6: The Complete R6 Probability Distributions Interface
R Sonabend, F Kiraly
52019
Report 46: Factors driving extensive 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, ...
Medrxiv, 2021
42021
Non-pharmaceutical interventions, vaccination and the Delta variant: epidemiological insights from modelling England's COVID-19 roadmap out of lockdown
R Sonabend, LK Whittles, N Imai, PN Perez-Guzman, ES Knock, ...
medRxiv, 2021
42021
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, ...
London: Imperial College London, 2021
42021
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
32020
All I want for Christmas is… Rigorous validation of predictive models to prevent hasty generalisations
B Mateen, R Sonabend
Significance 16 (6), 20-24, 2019
32019
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
22021
mlr3proba: Machine Learning Survival Analysis in R
R Sonabend, FJ Király, A Bender, B Bischl, M Lang
22020
mlr3 book
M Becker, M Binder, B Bischl, M Lang, F Pfisterer, NG Reich, J Richter, ...
URl: https://mlr3book. mlr-org. com, 2020
22020
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