DeepHeartBeat: Latent trajectory learning of cardiac cycles using cardiac ultrasounds. - Fabian Laumer; Gabriel Fringeli; Alina Dubatovka; Laura Manduchi; Joachim M. Buhmann (ML4H@NeurIPS, 2020)

2D echocardiography video to 3D heart shape reconstruction for clinical application. - Fabian Laumer; Lena Rubi; Michael A. Matter; Stefano Buoso; Gabriel Fringeli; François Mach; Frank Ruschitzka; Joachim M. Buhmann; Christian M. Matter (Medical Image Anal., 2025)