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Papers matching “data modeling” 181

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Foundations of Machine Learning-Based Clinical Prediction Modeling: Part III—Model Evaluation and Other Points of Significance
2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare

Victor E. Staartjes, Julius M. Kernbach

13

citations
Accessing OMOP Common Data Model Repositories with the i2b2 Webclient – Algorithm for Automatic Query Translation
2021 Studies in health technology and informatics book-chapter Health Professions Electronic Health Records Systems Open access

Raphael W. Majeed, Patrick Fischer, Andreas Günther

7

citations
Efficiency Increase through Data-Based Modeling of Quality and Production Cost Factors in the Nonwoven Industry
2023 Springer eBooks book-chapter Materials Science Textile materials and evaluations

Frederik Cloppenburg

0

citations
Towards Industry 5.0: AAS/MLOps-Driven Model Maintenance for Data-Centric Production
2025 RWTH Publications (RWTH Aachen) book-chapter Engineering Digital Transformation in Industry Open access

Kiavash Fathi, Marcin Sadurski, Stefan Waskow, Tobias Kleinert, Hans Wernher van de Venn

0

citations
Development of a Data Fusion Model for Material Flow Characterization Using the Example of Gypsum and Anhydrite
2022 Yearbook of sustainable smart mining and energy book-chapter Engineering Fault Detection and Control Systems

Alexandra Radl, Ralph Baltes, Elisabeth Clausen

1

citations
Model-Based Controlling Approaches for Manufacturing Processes
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Adrian Karl Rüppel, Muzaffer Ay, Benedikt Biernat, Ike Kunze, Markus Landwehr, Samuel Mann, +12 more

2

citations
Model-Based Controlling Approaches for Manufacturing Processes
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Adrian Karl Rüppel, Muzaffer Ay, Benedikt Biernat, Ike Kunze, Markus Landwehr, Samuel Mann, +12 more

1

citations
Model-Based Controlling Approaches for Manufacturing Processes
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Adrian Karl Rüppel, Muzaffer Ay, Benedikt Biernat, Ike Kunze, Markus Landwehr, Samuel Mann, +12 more

1

citations
Hybrid Mechanistic Data-Driven Modeling for the Deterministic Global Optimization of a Transcritical Organic Rankine Cycle
2020 Computer-aided chemical engineering/Computer aided chemical engineering book-chapter Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems

Wolfgang R. Huster, Artur M. Schweidtmann, Alexander Mitsos

6

citations
Combined metabolic modeling and experimental data for enhanced biotechnological production
2023 Computer-aided chemical engineering/Computer aided chemical engineering book-chapter Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction

Anita L. Ziegler, Melanie Filbig, Johannes Parschau, Till Tiso, Lars M. Blank, Alexander Mitsos

0

citations
Materials in the Drive Chain – Modeling Materials for the Internet of Production
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Metallurgy and Material Forming Open access

Ali Rajaei, Marco Becker, Yuanbin Deng, Soheil Rooein, Patricia de Oliveira Löhrer, Niklas Reinisch, +8 more

2

citations
Materials in the Drive Chain – Modeling Materials for the Internet of Production
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Metallurgy and Material Forming Open access

Ali Rajaei, Marco Becker, Yuanbin Deng, Soheil Rooein, Patricia de Oliveira Löhrer, Niklas Reinisch, +8 more

0

citations
A Digital Shadow Reference Model for Worldwide Production Labs
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Judith Michael, István Koren, Iraklis Dimitriadis, Judith Fulterer, Aymen Gannouni, Malte Heithoff, +12 more

5

citations
A Digital Shadow Reference Model for Worldwide Production Labs
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Judith Michael, István Koren, Iraklis Dimitriadis, Judith Fulterer, Aymen Gannouni, Malte Heithoff, +12 more

3

citations
A Digital Shadow Reference Model for Worldwide Production Labs
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Judith Michael, István Koren, Iraklis Dimitriadis, Judith Fulterer, Aymen Gannouni, Malte Heithoff, +12 more

1

citations
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part I—Introduction and General Principles
2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare

Julius M. Kernbach, Victor E. Staartjes

13

citations
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II—Generalization and Overfitting
2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare

Julius M. Kernbach, Victor E. Staartjes

182

citations
The Internet of Production as the Foundation of Data Utilization in Production
2023 Springer eBooks book-chapter Engineering Digital Transformation in Industry

Marco Becker, Matthias Brockmann, Philipp Niemietz, Daniel Trauth, Thomas Bergs, Christian Brecher

3

citations
Natural Language Processing and Text Mining (Turning Unstructured Data into Structured)
2023 Springer eBooks book-chapter Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access

Ayoub Bagheri, Anastasia Giachanou, Pablo J. Mosteiro, Suzan Verberne

12

citations
Towards a FHIR Specification for Research in Ophthalmology: Designing the EyeMatics Core Data Set for Multi-Centric Data Integration
2025 Studies in health technology and informatics book-chapter Health Professions Electronic Health Records Systems Open access

Johannes Benedict Oehm, Lars Fuhrmann, Katja Hoffmann, Daniel Schröder, Cedric Weich, Broder Poschkamp, +11 more

0

citations
Data, Models, and Performance: A Comprehensive Guide to Predictive Maintenance in Industrial Settings
2024 Industrial engineering and management. book-chapter Engineering Reliability and Maintenance Optimization Open access

Kiavash Fathi, Hans Wernher van de Venn

2

citations
Geological Modeling 4.0
2022 Springer eBooks book-chapter Earth and Planetary Sciences Geological Modeling and Analysis

Florian Wellmann

0

citations
Mathematical Modeling of Oxygen and Carbon Dioxide Exchange in Hollow Fiber Oxygenators
2024 IntechOpen eBooks book-chapter Engineering Mechanical Circulatory Support Devices Open access

Lal Babu Khadka, Foivos Leonidas Mouzakis, Ali Kashefi, Johannes Greven, K. Mottaghy, Jan Wilhelm Spillner

1

citations
Der Data Lifecycle von der Erfassung bis zur Erkenntnis
2021 Springer eBooks book-chapter Engineering Digital Transformation in Industry

Christian Brecher, Philipp Blanke, Melanie Buchsbaum, Yannick Dassen, Christian Fimmers, Aleksandra Müller, +5 more

0

citations
HIStream-Import: A Generic ETL Framework for Processing Arbitrary Patient Data Collections or Hospital Information Systems into HL7 FHIR Bundles
2021 Studies in health technology and informatics book-chapter Health Professions Electronic Health Records Systems Open access

Raphael W. Majeed, Mark R Stöhr, Andreas Günther

3

citations