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Papers per year
Papers 112
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Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records2022 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access
Iacopo Vagliano, Ameen Abu–Hanna, Dave Anton Dongelmans, Dylan W. de Lange, Diederik A M P J Gommers, Olaf L. Cremer, +40 more
9citations -
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
6citations -
Dynamic prediction of mortality in COVID-19 patients in the intensive care unit: A retrospective multi-center cohort study2022 Intelligence-Based Medicine article Computer Science Machine Learning in Healthcare Open access
Jim M Smit, Jesse H. Krijthe, Henrik Endeman, Andrei N. Tintu, Yolanda B. de Rijke, Diederik A M P J Gommers, +37 more
6citations -
Computational simulation of virtual patients reduces dataset bias and improves machine learning-based detection of ARDS from noisy heterogeneous ICU datasets
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
4citations -
Large language models for structured cardiovascular data extraction: a foundation for scalable research and clinical applications2025 European Heart Journal - Digital Health article Computer Science Machine Learning in Healthcare Open access
Wouter P M van der Loo, Viktor van der Valk, Tim van den Broek, Douwe E. Atsma, Marius Staring, Roderick W.C. Scherptong
4citations -
Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis2022 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access
Firas Khader, Gustav Mueller-Franzes, Tianci Wang, Soroosh Tayebi Arasteh, Christoph Haarburger, Johannes Stegmaier, +5 more
3citations
Most active Aachen authors
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Sebastian Johannes Fritsch 707 citations overall17 papers
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Andreas Schuppert 3,628 citations overall16 papers
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Rachel Knevel 6,792 citations overall14 papers
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Ewout Willem Steyerberg 172,939 citations overall10 papers
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Konstantin Sharafutdinov 92 citations overall10 papers
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Marco René Spruit 4,160 citations overall9 papers
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Gernot Marx 16,187 citations overall8 papers
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M. Sesmu Arbous 11,553 citations overall8 papers
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Tjardo Daniël Maarseveen 149 citations overall8 papers
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Richard Polzin 47 citations overall8 papers
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Kateryna Nikulina 34 citations overall8 papers
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Erik B. van den Akker 7,226 citations overall7 papers
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Johannes Bickenbach 2,547 citations overall7 papers
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Moein E. Samadi 78 citations overall7 papers
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Tom W. J. Huizinga 99,423 citations overall6 papers