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Enhancing data consistency in information flow of manual and variant-rich assembly processesEnhancing data consistency in information flow of manual and variant-rich assembly processes2026 RWTH Publications (RWTH Aachen) conference-paper Engineering Manufacturing Process and Optimization Open access
Valesko Dausch, Sebastian Beckschulte, Robert H. Schmitt, Matthias Kreimeyer
0citations -
Leveraging Unlabeled Data for 3D Medical Image Segmentation Through Self-Supervised Contrastive Learning2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques
Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof
3citations -
Leveraging Natural Language Processing for a Consistency Checking Toolchain of Automotive Requirements2023 IEEE International Requirements Engineering Conference (RE) conference-paper Computer Science Formal Methods in Verification
Vincent Bertram, Hendrik Kausch, Evgeny Kusmenko, Haron Nqiri, Bernhard Rumpe⋆, Constantin Venhoff
18citations -
Mepolizumab effectiveness in severe asthma supported by federated analysis of European SHARP data2022 05.01 - Airway pharmacology and treatment conference-paper Medicine Asthma and respiratory diseases
Johannes Anthon Kroes, RAFAEL ALFONSO-CRISTANCHO, Aruna T. Bansal, Emmanuelle Berret, Krisitina Bieksiene, A Bourdin, +38 more
0citations -
Comparison of deep learning and hand crafted features for mining simulation data2021 Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition conference-paper Physics and Astronomy Model Reduction and Neural Networks
Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Nan Pu, Wei Chen, Michael S. Lew
1citations -
Self-supervised Semantic Segmentation: Consistency over Transformation2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Medical Image Segmentation Techniques Open access
Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulaş Bağcı, Dorit Merhof
6citations -
Learning multimodal explainable AI models from medical images and tabular data: proof of concept2025 SPIE Medical Imaging: Image Processing conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Mafalda Malafaia, Thalea Schlender, Peter A. N. Bosman, Tanja Alderliesten
0citations -
SPEXone multi-angle spectropolarimeter characterization, calibration, and key data derivation using the L0-1B processor2023 International Conference on Space Optics (ICSO) conference-paper Engineering Calibration and Measurement Techniques Open access
Jeroen H. H. Rietjens, Martijn Smit, Jochen Campo, Thomas Bouchan, Ryan Cooney, Pierre Piron, +5 more
1citations -
Automated Machine Learning for the Classification of Normal and Abnormal Electromyography Data2020 IEEE International Conference on Big Data (BigData) conference-paper Engineering Muscle activation and electromyography studies Open access
Marios Kefalas, Milan Koch, Victor Jacobus Geraedts, Hao Wang, Martijn Rudolf Tannemaat, Thomas Bäck
11citations -
Using Synthesized IMU Data to Train a Long-Short Term Memory-based Neural Network for Unobtrusive Gait Analysis with a Sparse Sensor Setup6citations
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Auto-REP: An Automated Regression Pipeline Approach for High-efficiency Earthquake Prediction Using LANL Data2022 International Conference on Computer and Automation Engineering conference-paper Computer Science Seismology and Earthquake Studies Open access
Fan Yang, Marios Kefalas, Anna V. Kononova, Yanan Qiao, Thomas Bäck
11citations