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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
8citations -
Recent advances in metasurface design and quantum optics applications with machine learning, physics-informed neural networks, and topology optimization methods2023 Light Science & Applications article Materials Science Metamaterials and Metasurfaces Applications Open access cited by 1 patent
Wenye Ji, Jin Chang, He‐Xiu Xu, J. R. Gao, Simon Gröblacher, Hendrik Paul Urbach, +1 more
270citations -
Large language models streamline automated machine learning for clinical studies2024 Nature Communications article Medicine Artificial Intelligence in Healthcare and Education Open access
Soroosh Tayebi Arasteh, Tianyu Han, Mahshad Lotfinia, Christiane Katharina Kuhl, Jakob Nikolas Kather, Daniel Truhn, +1 more
115citations -
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 -
Built environment and travel: Tackling non-linear residential self-selection with double machine learning2025 Transportation Research Part D Transport and Environment article Social Sciences Urban Transport and Accessibility Open access
Florian Nachtigall, Felix Wagner, Peter Berrill, Felix Creutzig
49citations -
Early Prediction of COVID-19 Patient Survival by Targeted Plasma Multi-Omics and Machine Learning2022 Molecular & Cellular Proteomics article Medicine COVID-19 Clinical Research Studies Open access
Vincent R. Richard, Claudia Gaither, Robert Popp, Daria Chaplygina, Alexander G. Brzhozovskiy, Alexey S. Kononikhin, +4 more
48citations -
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review2023 Journal of Clinical Epidemiology review Decision Sciences Meta-analysis and systematic reviews Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
41citations -
Predictors for extubation failure in COVID-19 patients using a machine learning approach2021 Critical Care article Medicine Respiratory Support and Mechanisms Open access cited by 1 patent
Lucas M. Fleuren, Tariq A. Dam, Michele Tonutti, Daan P. de Bruin, Robbert C. A. Lalisang, Diederik A M P J Gommers, +91 more
39citations -
Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Prediction of heart transplant rejection from routine pathology slides with self-supervised deep learning2023 European Heart Journal - Digital Health article Computer Science AI in cancer detection Open access
Tobias Paul Seraphin, Mark Luedde, Christoph Roderburg, Marko van Treeck, Pascal Scheider, Roman David Buelow, +11 more
33citations -
Availability of Evidence for Predictive Machine Learning Algorithms in Primary Care2024 JAMA Network Open article Medicine Artificial Intelligence in Healthcare and Education Open access
Margot M. Rakers, Marieke Meija van Buchem, Sergej Kucenko, Anne de Hond, Ilse M.J. Kant, Maarten van Smeden, +5 more
32citations -
Spatio-temporal deep learning for automatic detection of intracranial vessel perforation in digital subtraction angiography during endovascular thrombectomy2022 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access
Ruisheng Su, Matthijs van der Sluijs, Sandra Adriana Cornelissen, Geert J. Lycklama, Jeannette Hofmeijer, Charles B.L.M. Majoie, +6 more
29citations