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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 -
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
11citations -
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation2025 Computers & Chemical Engineering article Engineering Control Systems and Identification Open access
Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin
8citations -
Big data generation platform for battery faults under real-world variances2025 Green Energy and Intelligent Transportation article Engineering Battery Modeling and Management Open access cited by 1 patent
Daniel Luder, Wenjiong Cao, Philipp Dechent, Elias Barbers, Stephan Bihn, Lishuo Liu, +3 more
18citations -
Added value of cell‐free DNA over clinical and ultrasound information for diagnosing ovarian cancer2025 Ultrasound in Obstetrics and Gynecology article Medicine Ovarian cancer diagnosis and treatment Open access
Adriaan Vanderstichele, Jolien Ceusters, D. Fischerová, Antonia Carla Testa, Wouter Froyman, Chiara Landolfo, +15 more
2citations -
Quantifying the Predictive Power of Social Determinants of Health in Cardiovascular Disease and Type 2 Diabetes Progression Using XGBoost: Retrospective Cohort Study2026 JMIR Medical Informatics article Health Professions Artificial Intelligence in Healthcare Open access
Hielke Muizelaar, M. Haas, Maarten O. van Aken, Rimke Cathelijne Vos, Marco René Spruit
0citations -
A blueprint description of production scheduling models using asset administration shells2024 Production & Manufacturing Research article Engineering Scheduling and Optimization Algorithms Open access
Aymen Gannouni, Patrick Sapel, Anas Abdelrazeq, Christian Hopmann, Robert Heinrich Schmitt
5citations -
The influence of the dynamic context of the pandemic on the predictive performance of mortality predictions over time in older patients hospitalized for COVID-192024 Journal of Clinical Epidemiology article Medicine COVID-19 Clinical Research Studies Open access
Bas F M van Raaij, Anum Zahra, Ewout Willem Steyerberg, Anne de Hond, Rosalinde A. L. Smits, Veerle M G T H van der Klei, +11 more
2citations -
Lightweight Automatic Modulation Classification Based on Decentralized Learning2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification
Xue Gang Fu, Guan Gui, Yu Wang, Tomoaki Otsuki Ohtsuki, Bamidele Adebisi, Haris Gacanin, +1 more
96citations -
Outcomes and prediction of mortality in patients requiring prolonged veno-arterial extracorporeal membrane oxygenation support in the PRECISE-ECLS observational study
Lara C. A. Pladet, Kim Luijken, Myrthe P. J. van Steenwijk, Atreyu van Esch, Jacinta J. Maas, Dinís Dos Reis Miranda, +10 more
0citations -
Pipeline for ontology-based modeling and automated deployment of digital twins for planning and control of manufacturing systems2021 Journal of Intelligent Manufacturing article Engineering Digital Transformation in Industry Open access
Amon Göppert, Lea Grahn, Jonas Rachner, Dennis Grunert, Simon Hort, Robert Heinrich Schmitt
95citations