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Papers matching “data model design” 2,404

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Systematic review and critical appraisal of prediction models for diagnosis and prognosis of COVID-19 infection
2020 medRxiv preprint Medicine COVID-19 Clinical Research Studies Open access cited by 14 patents

Laure Wynants, Ben Van Calster, Marc J. M. Bonten, Professor Gary S. Collins, Thomas P. A. Debray, Maarten De Vos, +10 more

152

citations
Performance of prediction models for nephropathy in people with type 2 diabetes: systematic review and external validation study
2021 BMJ review Medicine Chronic Kidney Disease and Diabetes Open access

Roderick C. Slieker, Amber A. W. A. van der Heijden, Moneeza Kalhan Siddiqui, Marlous Langendoen‐Gort, Giel Nijpels, Ron M. C. Herings, +6 more

69

citations
Virtual Testing Workflows Based on the Function-Oriented System Architecture in SysML: A Case Study in Wind Turbine Systems
2022 Wind article Engineering Systems Engineering Methodologies and Applications Open access

Yizhe Zhang, Julian Roeder, Georg Jacobs, Joerg Berroth, Gregor Höpfner

14

citations
Comment on egusphere-2025-4531
2025 peer-review Environmental Science Landslides and related hazards Open access

V Mithlesh Kumar, Anil Yıldiz, Julia Kowalski

0

citations
Comment on egusphere-2025-4531
2026 peer-review Environmental Science Landslides and related hazards Open access

V Mithlesh Kumar, Anil Yıldiz, Julia Kowalski

0

citations
ArchE-Q: A DSP-Free Dataflow Accelerator for Quantized Neural Networks in Sensor-Aided Millimeter-Wave Edge Connectivity
2026 Design, Automation, and Test in Europe conference-paper Computer Science Embedded Systems Design Techniques Open access

Arish Sateesan, Ljiljana Simić, Marina Petrova

0

citations
Toward a Strong-Sense Validation Benchmark Database for Numerical Ladle Flow Models
2020 Metallurgical and Materials Transactions B article Engineering Metallurgical Processes and Thermodynamics Open access

Tim Haas, Ana Lia Suarez, Moritz Eickhoff, Herbert Pfeifer

7

citations
Heat Exchanger Surrogates for a Vapor Compression System
2023 Linköping electronic conference proceedings conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access

Nasrulloh Ratu Bagus Satrio Loka, Nicolás Ablanque Mejía, Santiago Torras, Sriram Karthik Gurumurthy, Antonello Monti, Joaquim Rigola, +3 more

2

citations
Learning Latent Dynamics via Invariant Decomposition and (Spatio-)Temporal Transformers
2023 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Kai Lagemann, Christian Lagemann, Sach Mukherjee

1

citations
Three-dimensional stochastic retinal models for synthetic eye-models
2026 arXiv (Cornell University) preprint Medicine Ophthalmology and Visual Impairment Studies Open access

Nadine P. van Dam, Luc van Vught, Jos J. Rozema, Steven Habraken, Jan-Willem M. Beenakker

0

citations
DERIVATION OF DESCRIPTION FEATURES FOR ENGINEERING CHANGE REQUEST BY AID OF LATENT DIRICHLET ALLOCATION
2020 Proceedings of the Design Society DESIGN Conference conference-paper Business, Management and Accounting Product Development and Customization Open access

Michael Riesener, Christian Dölle, Michael Mendl-Heinisch, Günther Schuh, Alexander Keuper

5

citations
Predicting Hospitalization and Related Outcomes in Advanced Chronic Kidney Disease: A Systematic Review, External Validation, and Development Study
2025 Kidney Medicine review Medicine Dialysis and Renal Disease Management Open access

Roemer J. Janse, Jet Milders, Joris I. Rotmans, Fergus John Caskey, Marie Evans, Claudia Torino, +12 more

1

citations
Tuning Machine Learning to Address Process Mining Requirements
2024 IEEE Access article Business, Management and Accounting Business Process Modeling and Analysis Open access

Paolo Ceravolo, Sylvio Barbon, Ernesto Damiani, Wil M. P. van der Aalst

23

citations
An assessment of Croissant ML metadata descriptors for AI-ready datasets
2025 preprint Computer Science Research Data Management Practices Open access

Jerven Tjalling Bolleman, Leyla Jael Castro, Alban Gaignard, Agoritsa Kalampaliki, Matúš Kalaš, Núria Queralt-Rosiñach, +6 more

2

citations
Predictive performance of parent-metabolite population pharmacokinetic models of (S)-ketamine in healthy volunteers
2021 European Journal of Clinical Pharmacology article Medicine Pharmaceutical studies and practices Open access

Marije E. Otto, Kirsten Riber Bergmann, Gabriël E. Jacobs, Michiel Joost van Esdonk

2

citations
Behavioral Level Simulation Framework to Support Error-Aware CNN Training with In-Memory Computing
2022 International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design conference-paper Engineering Advanced Memory and Neural Computing

Shih-Han Chang, Chien‐Nan Jimmy Liu, Alexandra Küster

10

citations
Prediction is very difficult, especially about the future
2021 European Journal of Cardio-Thoracic Surgery article Medicine Aortic Disease and Treatment Approaches Open access

Anton Tomšič, Robert J.M. Klautz

1

citations
Predicting hospitalisation and related outcomes in advanced chronic kidney disease:a systematic review, external validation, and development study
2025 Bristol Research (University of Bristol) review Medicine Dialysis and Renal Disease Management

Roemer J. Janse, Jet Milders, Joris I. Rotmans, Fergus John Caskey, Marie Evans, Maria Pippias

0

citations
System Requirements for Decentralised Collaborative Machine Learning in Industry 4.0
2025 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT) conference-paper Engineering Digital Transformation in Industry Open access

Sylwia Olbrych, Hans Aoyang Zhou, Anas Abdelrazeq, Robert H. Schmitt

0

citations
Identifying Causal Structure in Dynamical Systems
2020 arXiv (Cornell University) preprint Engineering Control Systems and Identification Open access

Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe

2

citations
Efficiency and scalability exploration of an application-specific instruction-set processor for deep convolutional neural networks
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Advanced Neural Network Applications Open access

Andreas Bytyn

0

citations
Enabling the digital transformation in materials science and engineering: leveraging ontologies for knowledge representation, provenance, and text mining
2025 JuSER (Forschungszentrum Jülich) dissertation Computer Science Semantic Web and Ontologies Open access

0

citations
Referenzarchitektur für die Implementierung einer interoperablen Spritzgießfertigung
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Digital Transformation in Industry Open access

Patrick Sapel

0

citations
Validation of models to diagnose ovarian cancer in patients managed surgically or conservatively: multicentre cohort study
2020 BMJ article Medicine Ovarian cancer diagnosis and treatment Open access

Ben Van Calster, Lil Valentin, Wouter Froyman, Chiara Landolfo, Jolien Ceusters, Antonia Carla Testa, +24 more

129

citations
Modell-basierte Synthese funktioneller Mikrogele
2021 RWTH Publications (RWTH Aachen) dissertation Biochemistry, Genetics and Molecular Biology Hydrogels: synthesis, properties, applications Open access

Falco Jung

0

citations