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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 -
Deep learning for 3D vascular segmentation in hierarchical phase contrast tomography: a case study on kidney2024 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Ekin Yağış, Shahab Aslani, Yashvardhan Jain, Yang Zhou, Shahrokh Rahmani, Joseph Brunet, +7 more
25citations -
Optimising entanglement distribution policies under classical communication constraints assisted by reinforcement learning2025 Machine Learning Science and Technology article Computer Science Quantum Information and Cryptography Open access
J Li, Tim Coopmans, Patrick Emonts, Kenneth Goodenough, Jordi Tura, Evert van Nieuwenburg
1citations -
Accurate Prediction of GPCR Ligand Binding Affinity with Free Energy Perturbation2020 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods cited by 4 patents
Francesca Deflorian, Laura Pérez‐Benito, Eelke Bart Lenselink, Miles Congreve, Herman van Vlijmen, Jonathan S. Mason, +2 more
88citations