Search Results for author: Stefan Leger

Found 6 papers, 3 papers with code

Image biomarker standardisation initiative

3 code implementations21 Dec 2016 Alex Zwanenburg, Stefan Leger, Martin Vallières, Steffen Löck

The image biomarker standardisation initiative (IBSI) is an independent international collaboration which works towards standardising the extraction of image biomarkers from acquired imaging for the purpose of high-throughput quantitative image analysis (radiomics).

Non-Rigid Volume to Surface Registration using a Data-Driven Biomechanical Model

1 code implementation29 May 2020 Micha Pfeiffer, Carina Riediger, Stefan Leger, Jens-Peter Kühn, Danilo Seppelt, Ralf-Thorsten Hoffmann, Jürgen Weitz, Stefanie Speidel

In this work, we train a convolutional neural network to perform both the search for surface correspondences as well as the non-rigid registration in one step.

Graph data modelling for outcome prediction in oropharyngeal cancer patients

no code implementations4 Oct 2023 Nithya Bhasker, Stefan Leger, Alexander Zwanenburg, Chethan Babu Reddy, Sebastian Bodenstedt, Steffen Löck, Stefanie Speidel

Graph neural networks (GNNs) are becoming increasingly popular in the medical domain for the tasks of disease classification and outcome prediction.

Computed Tomography (CT)

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