Fabian Laumer

Orcid: 0000-0001-8562-5680

According to our database¹, Fabian Laumer authored at least 8 papers between 2020 and 2025.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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Bibliography

2025

2D echocardiography video to 3D heart shape reconstruction for clinical application.

[BibT_eX]

[DOI]

Medical Image Anal., 2025

2023

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

[BibT_eX]

[DOI]

Medical Image Anal., 2023

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

[BibT_eX]

[DOI]

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

2022

Interpretable Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models.

[BibT_eX]

[DOI]

CoRR, 2022

Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference, 2022

Interpretable Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, 2022

2020

Neural collaborative filtering for unsupervised mitral valve segmentation in echocardiography.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2020

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

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Health Workshop, 2020

Fabian Laumer

Timeline

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