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Artificial Intelligence in Healthcare Sign in to save
Papers per year
Papers 53
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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 -
Predicting the 9-year course of mood and anxiety disorders with automated machine learning: A comparison between auto-sklearn, naïve Bayes classifier, and traditional logistic regression2021 Psychiatry Research article Health Professions Artificial Intelligence in Healthcare Open access
Wessel Adrianus van Eeden, Chuan Wen Luo, Albert M. van Hemert, Ingrid V. E. Carlier, Brenda W.J.H. Penninx, Klaas J. Wardenaar, +2 more
55citations -
Catalyzing IVF outcome prediction: exploring advanced machine learning paradigms for enhanced success rate prognostication2024 Frontiers in Artificial Intelligence article Health Professions Artificial Intelligence in Healthcare Open access
Seyed‐Ali Sadegh‐Zadeh, Sanaz Khanjani, Shima Javanmardi, Bita Bayat, Zahra Naderi, Amir M. Hajiyavand
33citations -
Evolutionary algorithms and decision trees for predicting poor outcome after endovascular treatment for acute ischemic stroke2021 Computers in Biology and Medicine article Health Professions Artificial Intelligence in Healthcare Open access
N. Kappelhof, Lucas A. Ramos, Manon Kappelhof, Hendrikus J. A. van Os, Vicky Chalos, Katinka R. van Kranendonk, +11 more
25citations -
Foundations of Feature Selection in Clinical Prediction Modeling2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare
Victor E. Staartjes, Julius M. Kernbach, Vittorio Stumpo, Christiaan Hendrik Bas van Niftrik, Carlo Serra, Luca Regli
19citations -
Revealing Unforeseen Diagnostic Image Features With Deep Learning by Detecting Cardiovascular Diseases From Apical 4‐Chamber Ultrasounds2022 Journal of the American Heart Association article Health Professions Artificial Intelligence in Healthcare Open access
Li‐Hsin Cheng, Pablo B. J. Bosch, Rutger F. H. Hofman, Timo B. Brakenhoff, Eline F. Bruggemans, Rob J. van der Geest, +1 more
14citations -
Empirical analyses and simulations showed that different machine and statistical learning methods had differing performance for predicting blood pressure2022 Scientific Reports article Health Professions Artificial Intelligence in Healthcare Open access
Peter C. Austin, Frank E. Harrell, Douglas S. Lee, Ewout Willem Steyerberg
13citations -
When the whole is greater than the sum of its parts: why machine learning and conventional statistics are complementary for predicting future health outcomes2025 Clinical Kidney Journal article Health Professions Artificial Intelligence in Healthcare Open access
Roemer J. Janse, Ameen Abu Hanna, Iacopo Vagliano, Vianda S Stel, Kitty J. Jager, Giovanni Luigi Tripepi, +3 more
8citations -
Using Explainable Artificial Intelligence Models (ML) to Predict Suspected Diagnoses as Clinical Decision Support2022 Studies in health technology and informatics book-chapter Health Professions Artificial Intelligence in Healthcare Open access
Zully Ritter, Stefan Vogel, Frank Christian Schultze, Kerstin Pischek-Koch, Wiebke Schirrmeister, Felix Walcher, +4 more
6citations
Most active Aachen authors
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Julius M. Kernbach 1,741 citations overall7 papers
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Rachel Knevel 6,792 citations overall5 papers
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Ewout Willem Steyerberg 172,939 citations overall4 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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Martin Mücke 2,788 citations overall4 papers
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Andries Erik Braat 2,623 citations overall4 papers
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Julia Sellin 849 citations overall4 papers
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Jacob D. de Boer 375 citations overall4 papers
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Carlo Lancia 306 citations overall4 papers
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Georgios Kantidakis 215 citations overall4 papers
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Andreas Schuppert 3,628 citations overall3 papers
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Floor Dijkstra Zegers 200 citations overall3 papers
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Jeroen Joost Bax 289,528 citations overall2 papers
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Saskia le Cessie 32,552 citations overall2 papers