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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
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