Aachen papers per year
Papers 42
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Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Mary Ann E. Binuya, Ellen G. Engelhardt, Winnie Schats, Marjanka K. Schmidt, Ewout Willem Steyerberg
233citations -
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
138citations -
Predictive approaches to heterogeneous treatment effects: a scoping review2020 BMC Medical Research Methodology article Mathematics Statistical Methods in Clinical Trials Open access
Alexandros Rekkas, Jessica K. Paulus, Gowri Raman, John B. Wong, Ewout Willem Steyerberg, Peter R. Rijnbeek, +2 more
88citations -
Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques2020 BMC Medical Research Methodology article Health Professions Artificial Intelligence in Healthcare Open access
Georgios Kantidakis, Hein Putter, Carlo Lancia, Jacob D. de Boer, Andries Erik Braat, Marta F. Fiocco
80citations -
A meta-review demonstrates improved reporting quality of qualitative reviews following the publication of COREQ- and ENTREQ-checklists, regardless of modest uptake2021 BMC Medical Research Methodology article Decision Sciences Meta-analysis and systematic reviews Open access
Ype de Jong, Esmee M. van der Willik, Jet Milders, Carlijn G. N. Voorend, Rachael Lisa Morton, Friedo Wilhelm Dekker, +2 more
52citations -
Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network2022 BMC Medical Research Methodology article Medicine COVID-19 Clinical Research Studies Open access
Ross D. Williams, Aniek F. Markus, Cynthia Barcelon Yang, Talita Duarte‐Salles, Scott L. DuVall, Thomas Falconer, +42 more
44citations -
Clarifying the biological and statistical assumptions of cross-sectional biological age predictors: an elaborate illustration using synthetic and real data2024 BMC Medical Research Methodology article Mathematics Statistical Methods in Epidemiology Open access cited by 1 patent
Marije H. Sluiskes, Jelle J. Goeman, Marian Beekman, P. Eline Slagboom, Hein Putter, Mar Rodríguez‐Girondo
38citations -
Ordinal outcome analysis improves the detection of between-hospital differences in outcome2021 BMC Medical Research Methodology article Mathematics Statistical Methods in Clinical Trials Open access
Iris E. Ceyisakar, Nikki van Leeuwen, Diederik W.J. Dippel, Ewout Willem Steyerberg, Hester Floor Lingsma
23citations -
Poor reporting quality of observational clinical studies comparing treatments of COVID-19 – a retrospective cross-sectional study2022 BMC Medical Research Methodology article Decision Sciences Meta-analysis and systematic reviews Open access
Sebastian Ziemann, Irina Paetzolt, Linda Grüßer, Mark Coburn, Rolf Rossaint, Ana Kowark
22citations -
Hidden analyses: a review of reporting practice and recommendations for more transparent reporting of initial data analyses2020 BMC Medical Research Methodology article Decision Sciences Meta-analysis and systematic reviews Open access
Marianne Huebner, Werner Vach, Saskia le Cessie, Carsten Oliver Schmidt, Lara Lusa
17citations -
Methodology of the DCCSS later fatigue study: a model to investigate chronic fatigue in long-term survivors of childhood cancer2021 BMC Medical Research Methodology article Medicine Childhood Cancer Survivors' Quality of Life Open access
Adriaan Penson, Sylvia van Deuren, Ewald Maria Bronkhorst, Ellen Keizer, Tom Heskes, Marieke J. H. Coenen, +16 more
16citations -
Estimating individualized treatment effects from randomized controlled trials: a simulation study to compare risk-based approaches2023 BMC Medical Research Methodology article Mathematics Advanced Causal Inference Techniques Open access
Alexandros Rekkas, Peter R. Rijnbeek, David M. Kent, Ewout Willem Steyerberg, David V. Klaveren
14citations -
The role of the estimand framework in the analysis of patient-reported outcomes in single-arm trials: a case study in oncology2024 BMC Medical Research Methodology article Mathematics Statistical Methods in Clinical Trials Open access
Doranne Thomassen, Satrajit Roychoudhury, Cecilie Delphin Amdal, Dries Reynders, Jammbe Z. Musoro, Willi Sauerbrei, +32 more
13citations -
Multiclass risk models for ovarian malignancy: an illustration of prediction uncertainty due to the choice of algorithm2023 BMC Medical Research Methodology article Medicine Ovarian cancer diagnosis and treatment Open access
Ashleigh Ledger, Jolien Ceusters, Lil Valentin, Antonia Carla Testa, Caroline Van Holsbeke, Dorella Franchi, +4 more
12citations -
Handling missing values in patient-reported outcome data in the presence of intercurrent events2025 BMC Medical Research Methodology article Mathematics Statistical Methods and Bayesian Inference Open access
Doranne Thomassen, Satrajit Roychoudhury, Cecilie Delphin Amdal, Dries Reynders, Jammbe Z. Musoro, Willi Sauerbrei, +31 more
12citations -
Association of ABO blood groups with venous thrombosis recurrence in middle-aged patients: insights from a weighted Cox analysis dedicated to ambispective design2023 BMC Medical Research Methodology article Mathematics Statistical Methods in Epidemiology Open access
Gaëlle Munsch, Louisa Goumidi, Astrid van Hylckama Vlieg, Manal Ibrahim‐Kosta, Maria Bruzelius, Jean‐François Deleuze, +4 more
11citations
Most active Aachen authors
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Ewout Willem Steyerberg 172,939 citations overall6 papers
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Hein Putter 62,811 citations overall4 papers
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Marta F. Fiocco 14,470 citations overall4 papers
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Saskia le Cessie 32,552 citations overall3 papers
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Daniel Bodden 9 citations overall3 papers
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P. Eline Slagboom 86,233 citations overall2 papers
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Friedo Wilhelm Dekker 45,066 citations overall2 papers
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Ben Van Calster 42,192 citations overall2 papers
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Marian Beekman 34,063 citations overall2 papers
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Michel W.J.M. Wouters 17,297 citations overall2 papers
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Rolf H. H. Groenwold 16,002 citations overall2 papers
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Jelle J. Goeman 15,936 citations overall2 papers
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R.-D Hilgers 9,940 citations overall2 papers
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Nicole Maria Heussen 7,791 citations overall2 papers
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Liesbeth C. de Wreede 4,718 citations overall2 papers