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Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets
Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, +4 more
12citations -
Excuse me, there is a mutant in my bioactivity soup!A comprehensive analysis of the genetic variability landscape of bioactivity databases and its effect on activity modelling
Marina Gorostiola González, Olivier J. M. Béquignon, Emma J. Manners, Anna Gaulton, Prudence Mutowo, Elisabeth Dawson, +5 more
3citations -
Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations2025 European Journal of Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access
Mahshad Lotfinia, Arash Tayebiarasteh, Mehdi Joodaki, Soroosh Tayebi Arasteh
9citations -
Automated Segmentation of Large Image Datasets using Artificial Intelligence for Microstructure Characterisation, Damage Analysis and High-Throughput Modelling Input2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Setareh Medghalchi, Joscha Kortmann, Sang-Hyeok Lee, U. Kerzel, Sandra Korte‐Kerzel
0citations -
A Data-Driven Framework for Anomaly Detection in Industrial Systems Using Log Data2025 Proceedings of the Annual Conference of the IEEE Industrial Electronics Society conference-paper Computer Science Software System Performance and Reliability
Merle Hewing, Yuanchen Zhao, Manuel Vossel, Paul Nieschler, Tobias Kleinert
0citations