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Machine Learning in Healthcare Sign in to save
Papers per year
Papers 112
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Identifying and Predicting Postoperative Infections Based on Readily Available Electronic Health Record Data2023 Studies in health technology and informatics book-chapter Computer Science Machine Learning in Healthcare Open access
Siri Lise van der Meijden, Anna M van Boekel, Laurens Schinkelshoek, Harry van Goor, Mark G. J. de Boer, Ewout Willem Steyerberg, +2 more
3citations -
A review of information sources and analysis methods for data driven decision aids in child and adolescent mental health services2024 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access
Kaban Koochakpour, Øystein Nytrø, BENNETT L. LEVENTHAL, Odd Sverre Westbye, Thomas Brox Røst, Roman A. Koposov, +4 more
2citations -
A Hybrid Modeling Framework for Generalizable and Interpretable Predictions of ICU Mortality: Leveraging ICD Codes in a Multi-Hospital Study of Mechanically Ventilated Influenza Patients
Moein E. Samadi, Jorge Guzman-Maldonado, Kateryna Nikulina, Hedieh Mirzaieazar, Konstantin Sharafutdinov, Sebastian Johannes Fritsch, +1 more
2citations -
Development and Portability of a Text Mining Algorithm for Capturing Disease Progression in Electronic Health Records of Patients With Stage IV Non–Small Cell Lung Cancer2024 JCO Clinical Cancer Informatics article Computer Science Machine Learning in Healthcare Open access
Marjon V. Verschueren, Hanieh Abedian Kalkhoran, Maarten J. Deenen, Ben E.E.M. van den Borne, J. Zwaveling, Loes E. Visser, +3 more
2citations -
A comparison of modeling approaches for static and dynamic prediction of central-line bloodstream infections using electronic health records (part 1): regression models2025 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access
Shan Gao, Elena Albu, Hein Putter, Pieter Stijnen, Frank E Rademakers, Veerle Cossey, +4 more
2citations -
Multi-Cohort Federated Learning Shows Synergy in Mortality Prediction for MRI-Based and Metabolomics-Based Age Scores2025 Journal of Healthcare Informatics Research article Computer Science Machine Learning in Healthcare Open access
Pedro Mateus, Swier J.F. Garst, Jing Yu, Davy Cats, Mahlet Birhanu, Marian Beekman, +15 more
2citations -
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access
Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia A. I. Åkerlund, Lindsay Wilson, Robert David Stevens, David Krishna Menon, +3 more
2citations -
Diagnosis Classification in the Emergency Room Using Natural Language Processing2023 Studies in health technology and informatics book-chapter Computer Science Machine Learning in Healthcare Open access
Marieke Meija van Buchem, Hanna H. ‘t Hart, Pablo J. Mosteiro, Ilse M.J. Kant, Martijn P. Bauer
1citations -
Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules2025 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Lincen Yang, Siri Lise van der Meijden, M. Sesmu Arbous, Matthijs van Leeuwen
1citations -
Using an Artificial Intelligence Tool Incorporating Natural Language Processing to Identify Low-Prevalence Cases of ANCA-Associated Vasculitis in Electronic Health Records2023 Journal of the American Society of Nephrology conference-abstract Computer Science Machine Learning in Healthcare
Jolijn R. van Leeuwen, Erik Lars Penne, Ton J. Rabelink, Rachel Knevel, Y K Onno Teng
1citations -
Correction: Extracting patient lifestyle characteristics from Dutch clinical text with BERT models2024 BMC Medical Informatics and Decision Making erratum Computer Science Machine Learning in Healthcare Open access
Hielke Muizelaar, M. Haas, Koert van Dortmont, Peter van der Putten, Marco René Spruit
1citations
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