Marius Distler

According to our database, Marius Distler authored at least 6 papers between 2019 and 2024.

Collaborative distances:

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

2024

SeeSaw: Learning Soft Tissue Deformation From Laparoscopy Videos With GNNs.

Reuben Docea, Jinjing Xu, Wei Ling, Alexander C. Jenke, Fiona R. Kolbinger, Marius Distler, Carina Riediger, Jürgen Weitz, Stefanie Speidel, Micha Pfeiffer

IEEE Trans. Biomed. Eng., December, 2024

Exploring semantic consistency in unpaired image translation to generate data for surgical applications.

Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel

Int. J. Comput. Assist. Radiol. Surg., June, 2024

One model to use them all: training a segmentation model with complementary datasets.

Alexander C. Jenke, Sebastian Bodenstedt, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel

Int. J. Comput. Assist. Radiol. Surg., June, 2024

2022

Stay Focused - Enhancing Model Interpretability Through Guided Feature Training.

Alexander Jenke, Sebastian Bodenstedt, Martin Wagner, Johanna M. Brandenburg, Antonia Stern, Lars Mündermann, Marius Distler, Jürgen Weitz, Beat P. Müller-Stich, Stefanie Speidel

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2020

Rethinking Anticipation Tasks: Uncertainty-Aware Anticipation of Sparse Surgical Instrument Usage for Context-Aware Assistance.

Dominik Rivoir, Sebastian Bodenstedt, Isabel Funke, Felix von Bechtolsheim, Marius Distler, Jürgen Weitz, Stefanie Speidel

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration.

Dominik Rivoir, Sebastian Bodenstedt, Felix von Bechtolsheim, Marius Distler, Jürgen Weitz, Stefanie Speidel

Proceedings of the OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging, 2019