| On the limitations of multimodal vaes I Daunhawer, TM Sutter, K Chin-Cheong, E Palumbo, JE Vogt arXiv preprint arXiv:2110.04121, 2021 | 40 | 2021 |
| Generation of heterogeneous synthetic electronic health records using GANs K Chin-Cheong, T Sutter, JE Vogt workshop on machine learning for health (ML4H) at the 33rd conference on …, 2019 | 39 | 2019 |
| Deep conditional gaussian mixture model for constrained clustering L Manduchi, K Chin-Cheong, H Michel, S Wellmann, J Vogt Advances in Neural Information Processing Systems 34, 11303-11314, 2021 | 31 | 2021 |
| Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis R Marcinkevičs, PR Wolfertstetter, U Klimiene, K Chin-Cheong, ... Medical Image Analysis 91, 103042, 2024 | 23 | 2024 |
| A comparison of general and disease-specific machine learning models for the prediction of unplanned hospital readmissions T Sutter, JA Roth, K Chin-Cheong, BL Hug, JE Vogt Journal of the American Medical Informatics Association 28 (4), 868-873, 2021 | 11 | 2021 |
| Regensburg pediatric appendicitis dataset R Marcinkevičs, P Reis Wolfertstetter, U Klimiene, E Özkan Elsen, ... | 9 | 2023 |
| Generation of differentially private heterogeneous electronic health records K Chin-Cheong, T Sutter, JE Vogt arXiv preprint arXiv:2006.03423, 2020 | 9 | 2020 |
| Measuring web page rendering time M Shmouely, O Rosenbaum, G Bershansky, Y Peled, MD Fields, C Ergan, ... US Patent 8,644,623, 2014 | 9 | 2014 |
| Deep learning based prediction of pulmonary hypertension in newborns using echocardiograms H Ragnarsdottir, E Ozkan, H Michel, K Chin-Cheong, L Manduchi, ... International Journal of Computer Vision 132 (7), 2567-2584, 2024 | 5 | 2024 |
| Blood glucose forecasting from temporal and static information in children with T1D A Marx, F Di Stefano, H Leutheuser, K Chin-Cheong, M Pfister, ... Frontiers in Pediatrics 11, 1296904, 2023 | 5 | 2023 |
| Automatic Classification of General Movements in Newborns D Chopard, S Laguna, K Chin-Cheong, A Dietz, A Badura, S Wellmann, ... arXiv preprint arXiv:2411.09821, 2024 | | 2024 |
| A Probabilistic Approach to Constrained Deep Clustering L Manduchi, K Chin-Cheong, H Michel, S Wellmann, JE Vogt | | |
