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Data publishing in mechanics and dynamics: challenges, guidelines, and examples from engineering design2025 Data-Centric Engineering article Computer Science Research Data Management Practices Open access
Henrik Ebel, Jan van Delden, Timo Lüddecke, Aditya Borse, Rutwik Gulakala, Marcus Stoffel, +11 more
2citations -
Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models2024 Flow Turbulence and Combustion article Computer Science Evolutionary Algorithms and Applications Open access
Fabian Waschkowski, Haochen Li, Abhishek J. Deshmukh, Temistocle Grenga, Yaomin Zhao, Heinz G. Pitsch, +2 more
3citations -
Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations2024 Future Generation Computer Systems article Computer Science Advanced Image Processing Techniques Open access
Xin Liu, Mario Rüttgers, Alessio Quercia, Romain Égelé, Elisabeth A. G. Pfaehler, Rushikesh Shende, +4 more
8citations -
Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the World Wide Lab2026 Machine Learning and Knowledge Extraction article Computer Science Research Data Management Practices Open access
Leon Gorißen, Jan-Niklas Schneider, Mohamed Behery, Philipp Brauner, David Kötter, Thomas Käster, +7 more
2citations -
AblationNet: Deep network for ablation zone segmentation, in hepatic CT, using Fourier contours2026 Biomedical Signal Processing and Control article Computer Science Medical Image Segmentation Techniques Open access
Faeze Gholamiankhah, Gonnie C. M. van Erp, Alexander Broersen, Silvia L. Pintea, Coosje A. M. Verhagen, Pim Hendriks, +2 more
0citations -
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
2citations -
Deep learning segmentation model for quantification of infarct size in pigs with myocardial ischemia/reperfusion2024 Basic Research in Cardiology article Computer Science Medical Image Segmentation Techniques Open access
Felix Braczko, Andreas Skyschally, Helmut Raphael Lieder, Jakob Nikolas Kather, Petra Kleinbongard, Gerd Heusch
2citations -
Pruning Federated Models Through Loss Landscape Analysis and Client Agreement Scoring2026 IEEE Internet of Things Journal article Computer Science Privacy-Preserving Technologies in Data Open access
Christian Internò, Elena Raponi, Markus Olhofer, Thomas Bäck, Yaochu Jin, Barbara Hammer
2citations -
PATH: A discrete-sequence dataset for evaluating online unsupervised anomaly detection approaches for multivariate time series2025 Big Data Research article Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Thomas Bäck, Anna V. Kononova
1citations -
Online model-based anomaly detection in multivariate time series: Taxonomy, survey, research challenges and future directions2024 Engineering Applications of Artificial Intelligence article Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
41citations -
Spatio-temporal deep learning for automatic detection of intracranial vessel perforation in digital subtraction angiography during endovascular thrombectomy2022 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access
Ruisheng Su, Matthijs van der Sluijs, Sandra Adriana Cornelissen, Geert J. Lycklama, Jeannette Hofmeijer, Charles B.L.M. Majoie, +6 more
29citations