Matthias Weigel

According to our database, Matthias Weigel authored at least 9 papers between 2011 and 2024.

Collaborative distances:

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

2024

Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis.

Nataliia Molchanova, Alessandro Cagol, Pedro M. Gordaliza, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Adrien Depeursinge, Cristina Granziera, Henning Müller, Meritxell Bach Cuadra

CoRR, 2024

2023

GAMER-MRIL identifies Disability-Related Brain Changes in Multiple Sclerosis.

Po-Jui Lu, Benjamin Odry, Muhamed Barakovic, Matthias Weigel, Robin Sandkühler, Reza Rahmanzadeh, Xinjie Chen, Mario Ocampo-Pineda, Jens Kuhle, Ludwig Kappos, Philippe C. Cattin, Cristina Granziera

CoRR, 2023

Diffusion Models for Contrast Harmonization of Magnetic Resonance Images.

Alicia Durrer, Julia Wolleb, Florentin Bieder, Tim Sinnecker, Matthias Weigel, Robin Sandkühler, Cristina Granziera, Özgür Yaldizli, Philippe C. Cattin

Proceedings of the Medical Imaging with Deep Learning, 2023

2022

Bundle myelin fraction (BMF) mapping of different white matter connections using microstructure informed tractography.

Simona Schiavi, Po-Jui Lu, Matthias Weigel, Antoine Lutti, Derek K. Jones, Ludwig Kappos, Cristina Granziera, Alessandro Daducci

NeuroImage, 2022

Microstructure-Weighted Connectomics in Multiple Sclerosis.

Sara Bosticardo, Simona Schiavi, Sabine Schaedelin, Po-Jui Lu, Muhamed Barakovic, Matthias Weigel, Ludwig Kappos, Jens Kuhle, Alessandro Daducci, Cristina Granziera

Brain Connect., 2022

2021

Model-informed machine learning for multi-component T2 relaxometry.

Thomas Yu, Erick Jorge Canales-Rodríguez, Marco Pizzolato, Gian Franco Piredda, Tom Hilbert, Elda Fischi Gomez, Matthias Weigel, Muhamed Barakovic, Meritxell Bach Cuadra, Cristina Granziera, Tobias Kober, Jean-Philippe Thiran

Medical Image Anal., 2021

2017

High Order Slice Interpolation for Medical Images.

Antal Horváth, Simon Pezold, Matthias Weigel, Katrin Parmar, Philippe C. Cattin

Proceedings of the Simulation and Synthesis in Medical Imaging, 2017

2016

Variational Segmentation of the White and Gray Matter in the Spinal Cord Using a Shape Prior.

Antal Horváth, Simon Pezold, Matthias Weigel, Katrin Parmar, Oliver Bieri, Philippe C. Cattin

Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2016

2011

Global fiber reconstruction becomes practical.

Marco Reisert, Irina Mader, Constantin Anastasopoulos, Matthias Weigel, Susanne Schnell, Valerij G. Kiselev

NeuroImage, 2011