| Gradient boosting on decision trees for mortality prediction in transcatheter aortic valve implantation M Mamprin, S Zinger, PHN de With, JM Zelis, PAL Tonino Proceedings of the 2020 10th International Conference on Biomedical …, 2020 | 8 | 2020 |
| Machine learning for predicting mortality in transcatheter aortic valve implantation: an inter-center cross validation study M Mamprin, RR Lopes, JM Zelis, PAL Tonino, MS van Mourik, MM Vis, ... Journal of cardiovascular development and disease 8 (6), 65, 2021 | 6 | 2021 |
| Decision trees for predicting mortality in transcatheter aortic valve implantation M Mamprin, JM Zelis, PAL Tonino, S Zinger, PHN de With Bioengineering 8 (2), 22, 2021 | 6 | 2021 |
| Multispectral image analysis for patient tissue tracking during complex interventions F Manni, M Mamprin, S Zinger, C Shan, R Holthuizen, PHN de With 2018 25th IEEE international conference on image processing (ICIP), 3149-3153, 2018 | 5 | 2018 |
| Local and distributed machine learning for inter-hospital data utilization: an application for TAVI outcome prediction RR Lopes, M Mamprin, JM Zelis, PAL Tonino, MS van Mourik, MM Vis, ... Frontiers in cardiovascular medicine 8, 787246, 2021 | 4 | 2021 |
| Inter-center cross-validation and finetuning without patient data sharing for predicting transcatheter aortic valve implantation outcome RR Lopes, M Mamprin, JM Zelis, PAL Tonino, MS Van Mourik, MM Vis, ... 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems …, 2020 | 3 | 2020 |
| Identification of patients at risk of cardiac conduction diseases requiring a permanent pacemaker following TAVI procedure: a deep-learning approach on ECG signals M Mamprin, JM Zelis, PAL Tonino, S Zinger, PHN De With Proceedings of the 12th International Conference on Biomedical Engineering …, 2022 | 1 | 2022 |
| Multi-view 3D skin feature recognition and localization for patient tracking in spinal surgery applications F Manni, M Mamprin, R Holthuizen, C Shan, G Burström, A Elmi-Terander, ... BioMedical Engineering OnLine 20, 1-15, 2021 | 1 | 2021 |
| Towards non-invasive patient tracking: optical image analysis for spine tracking during spinal surgery procedures F Manni, X Liu, R Holthuizen, S Zinger, F van der Sommen, C Shan, ... 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 1 | 2019 |
