| Assessment of Artificial Intelligence in Echocardiography Diagnostics in Differentiating Takotsubo Syndrome From Myocardial Infarction F Laumer, DD Vece, VL Cammann, M Würdinger, V Petkova, ... JAMA Cardiology, 2022 | 27 | 2022 |
| DeepHeartBeat: Latent trajectory learning of cardiac cycles using cardiac ultrasounds F Laumer, G Fringeli, A Dubatovka, L Manduchi, JM Buhmann Machine Learning for Health, 194-212, 2020 | 13 | 2020 |
| Neural collaborative filtering for unsupervised mitral valve segmentation in echocardiography L Corinzia, F Laumer, A Candreva, M Taramasso, F Maisano, ... Artificial intelligence in medicine 110, 101975, 2020 | 12 | 2020 |
| Weakly supervised inference of personalized heart meshes based on echocardiography videos F Laumer, M Amrani, L Manduchi, A Beuret, L Rubi, A Dubatovka, ... Medical image analysis 83, 102653, 2023 | 6 | 2023 |
| Interpretable prediction of pulmonary hypertension in newborns using echocardiograms H Ragnarsdottir, L Manduchi, H Michel, F Laumer, S Wellmann, E Ozkan, ... DAGM German Conference on Pattern Recognition, 529-542, 2022 | 2 | 2022 |
| Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models A Ryser, L Manduchi, F Laumer, H Michel, S Wellmann, JE Vogt Machine Learning for Healthcare Conference, 425-458, 2022 | 1 | 2022 |
| Interpretable Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models A Ryser, L Manduchi, F Laumer, H Michel, S Wellmann, JE Vogt arXiv preprint arXiv:2206.15316, 2022 | 1 | 2022 |
| Artificial intelligence in echocardiography diagnostics–detection of takotsubo syndrome D Di Vece, F Laumer, M Schwyzer, R Burkholz, L Corinzia, VL Cammann, ... European Heart Journal 41 (Supplement_2), ehaa946. 1221, 2020 | 1 | 2020 |
| Left ventricular stroke volume index outperforms ejection fraction in predicting 1-year mortality in patients with acute heart failure-data from the SwissHeart Failure Network … MA Matter, M Shamshiev, F Laumer, L Rubi, VA Rossi, MP Naegele, ... European Heart Journal 44 (Supplement_2), ehad655. 943, 2023 | | 2023 |
| Fully automated 4D cardiac modelling from 2D echocardiography for clinical applications F Laumer, L Rubi, M Matter, S Buoso, G Fringeli, F Mach, F Ruschitzka, ... | | 2023 |
| Ein Deep-Learning-Ansatz zur automatisierten Detektion von pulmonaler Hypertension beim Neugeborenen anhand von 2D-Echokardiographie-Videos H Michel, H Ragnarsdottir, L Manduchi, F Laumer, E Özkan, J Vogt, ... Zeitschrift für Geburtshilfe und Neonatologie 227 (03), FV071, 2023 | | 2023 |
| Domain Generalization for Diagnosis of Pulmonary Fibrosis Using Dose-Invariant Feature Selection JBS Carvalho, C Cotrini, F Laumer, A Euler, K Martini, T Frauenfelder, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | | 2023 |
| Deep Learning for 3D Heart Shape Reconstruction in Echocardiography F Laumer ETH Zurich, 2023 | | 2023 |
| Ambient Intelligence in Postoperative Critical Care: First Observations of a Novel Monitoring Approach A Meyer, R Geyer, P Lanmüller, F Laumer, A Beuret, B Pfahringer, ... The Thoracic and Cardiovascular Surgeon 70 (S 01), DGTHG-V112, 2022 | | 2022 |
Joachim M. BuhmannETH ZurichVerified email at inf.ethz.ch
