Fabian Laumer

According to our database, Fabian Laumer authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Weakly supervised inference of personalized heart meshes based on echocardiography videos.

Fabian Laumer, Mounir Amrani, Laura Manduchi, Ami Beuret, Lena Rubi, Alina Dubatovka, Christian M. Matter, Joachim M. Buhmann

Medical Image Anal., 2023

Domain Generalization for Diagnosis of Pulmonary Fibrosis Using Dose-Invariant Feature Selection.

João B. S. Carvalho, Carlos Cotrini, Fabian Laumer, André Euler, Katharina Martini, Thomas Frauenfelder, Joachim M. Buhmann

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Interpretable Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models.

Alain Ryser, Laura Manduchi, Fabian Laumer, Holger Michel, Sven Wellmann, Julia E. Vogt

CoRR, 2022

Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models.

Alain Ryser, Laura Manduchi, Fabian Laumer, Holger Michel, Sven Wellmann, Julia E. Vogt

Proceedings of the Machine Learning for Healthcare Conference, 2022

Interpretable Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms.

Hanna Ragnarsdóttir, Laura Manduchi, Holger Michel, Fabian Laumer, Sven Wellmann, Ece Ozkan, Julia E. Vogt

Proceedings of the Pattern Recognition, 2022

2020

Neural collaborative filtering for unsupervised mitral valve segmentation in echocardiography.

Luca Corinzia, Fabian Laumer, Alessandro Candreva, Maurizio Taramasso, Francesco Maisano, Joachim M. Buhmann

Artif. Intell. Medicine, 2020

DeepHeartBeat: Latent trajectory learning of cardiac cycles using cardiac ultrasounds.

Fabian Laumer, Gabriel Fringeli, Alina Dubatovka, Laura Manduchi, Joachim M. Buhmann

Proceedings of the Machine Learning for Health Workshop, 2020