Fabian Laumer - RankMe

12 papers Journal 7Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	2D echocardiography video to 3D heart shape reconstruction for clinical application. Medical Image Anal. Fabian Laumer, Lena Rubi, Michael A. Matter, Stefano Buoso, Gabriel Fringeli, François Mach, Frank Ruschitzka, Joachim M. Buhmann, Christian M. Matter
2025	J	`jnl`	From Slices to Structures: Unsupervised 3D Reconstruction of Female Pelvic Anatomy from Freehand Transvaginal Ultrasound. CoRR Max Krähenmann, Sergio Tascon-Morales, Fabian Laumer, Julia E. Vogt, Ece Ozkan
2023	—	`—`	Deep Learning for 3D Heart Shape Reconstruction in Echocardiography. Fabian Laumer
2023	—	`conf`	Domain Generalization for Diagnosis of Pulmonary Fibrosis Using Dose-Invariant Feature Selection. ISBI João B. S. Carvalho, Carlos Cotrini, Fabian Laumer, André Euler, Katharina Martini, Thomas Frauenfelder, Joachim M. Buhmann
2023	J	`jnl`	Weakly supervised inference of personalized heart meshes based on echocardiography videos. Medical Image Anal. Fabian Laumer, Mounir Amrani, Laura Manduchi, Ami Beuret, Lena Rubi, Alina Dubatovka, Christian M. Matter, Joachim M. Buhmann
2022	—	`conf`	Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models. MLHC Alain Ryser, Laura Manduchi, Fabian Laumer, Holger Michel, Sven Wellmann, Julia E. Vogt
2022	J	`jnl`	Interpretable Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models. CoRR Alain Ryser, Laura Manduchi, Fabian Laumer, Holger Michel, Sven Wellmann, Julia E. Vogt
2022	—	`conf`	Interpretable Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms. GCPR Hanna Ragnarsdóttir, Laura Manduchi, Holger Michel, Fabian Laumer, Sven Wellmann, Ece Ozkan, Julia E. Vogt
2022	J	`jnl`	Interpretable Prediction of Pulmonary Hypertension in Newborns using Echocardiograms. CoRR Hanna Ragnarsdóttir, Laura Manduchi, Holger Michel, Fabian Laumer, Sven Wellmann, Ece Ozkan, Julia E. Vogt
2020	—	`conf`	DeepHeartBeat: Latent trajectory learning of cardiac cycles using cardiac ultrasounds. ML4H@NeurIPS Fabian Laumer, Gabriel Fringeli, Alina Dubatovka, Laura Manduchi, Joachim M. Buhmann
2020	J	`jnl`	Neural collaborative filtering for unsupervised mitral valve segmentation in echocardiography. Artif. Intell. Medicine Luca Corinzia, Fabian Laumer, Alessandro Candreva, Maurizio Taramasso, Francesco Maisano, Joachim M. Buhmann
2020	J	`jnl`	Neural collaborative filtering for unsupervised mitral valve segmentation in echocardiography. CoRR Luca Corinzia, Fabian Laumer, Alessandro Candreva, Maurizio Taramasso, Francesco Maisano, Joachim M. Buhmann