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A data-driven machine learning algorithm to predict the effectiveness of inulin intervention against type II diabetes2025 Frontiers in Nutrition article Health Professions Artificial Intelligence in Healthcare Open access
Shuheng Yang, Ralf Weiskirchen, Wenjing Zheng, Xiaobo Hu, Zhiguo Liu, Hualin Wang
5citations -
POS1131 Prediction Models for Rheumatic Diseases: From Clinical Simplicity to Data-Driven Complexity with Patient-reported Symptoms for an Online Symptom Checker2025 Annals of the Rheumatic Diseases conference-abstract Health Professions Artificial Intelligence in Healthcare Open access
F. Zegers, Ling Qin, D. Selani, Erik B. van den Akker, Ewout Willem Steyerberg, Rachel Knevel, +1 more
0citations -
Data-Driven Process Performance Measurement and Prediction: A Process-Tree-Based Approach2021 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis
Sebastiaan J. van Zelst, Luis F. R. Santos, Wil M. P. van der Aalst
4citations -
A data-driven flow loss prediction model for the blade hub region of a boundary layer ingestion fan rotor2023 International Journal of Numerical Methods for Heat & Fluid Flow article Engineering Turbomachinery Performance and Optimization
Hanan Lu, Xizhen Song, Tianyu Pan, Zhe Yang, Jian Zhang, Qiushi Li
3citations -
A Data-Driven Approach to Link GC-MS and LC-MS with Sensory Attributes of Chicken Bouillon with Added Yeast-Derived Flavor Products in a Combined Prediction Model2025 Metabolites article Agricultural and Biological Sciences Sensory Analysis and Statistical Methods Open access
Simon Leygeber, Carmen Díez-Simón, Justus L. Großmann, Anne-Charlotte Dubbelman, Amy C. Harms, Johan A. Westerhuis, +10 more
3citations -
PP043 Topic: AS04–Emerging Sciences, Methodologies, Big Data and Technology: “POSITIVE YET PRUDENT”: NURSES’ PERCEPTIONS ABOUT DATA-DRIVEN ALGORITHMS IN PEDIATRIC HIGH DEPENDENCY CARE WITHIN LOW-RESOURCE SETTINGS, A PRE-IMPLEMENTATION AND HUMAN-CENTRED DESIGN STUDY IN MALAWI2024 Pediatric Critical Care Medicine conference-abstract Medicine Healthcare Technology and Patient Monitoring
Margot M. Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, +7 more
0citations -
Cautiously optimistic: paediatric critical care nurses’ perspectives on data-driven algorithms in low-resource settings—a human-centred design study in Malawi2024 BMC Global and Public Health article Medicine Healthcare Technology and Patient Monitoring Open access
Margot M. Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, +6 more
3citations -
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning2020 Journal of Computational Physics article Materials Science Machine Learning in Materials Science Open access cited by 3 patents
Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland Can Aydin, Mikhail Itskov, Christian Johannes Cyron
341citations