Uncertainty-Aware and Lesion-Specific Image Synthesis in Multiple Sclerosis Magnetic Resonance Imaging: A Multicentric Validation Study

Por Tom Finck, Hongwei Li, Sarah Schlaeger, Lioba Grundl, Nico Sollmann, Nico Sollmann, Benjamin Bender, Eva Bürkle, Claus Zimmer, Jan Kirschke, Björn Menze, Mark Mühlau, Mark Mühlau, Benedikt Wiestler, Benedikt Wiestler
Publicado em 2022-04-01

Multiple sclerosis lesions and atrophy in the spinal cord: Distribution across vertebral levels and correlation with disability

Por Matthias Bussas, Malek El Husseini, Laura Harabacz, Viktor Pineker, Sophia Grahl, Viola Pongratz, Achim Berthele, Isabelle Riederer, Claus Zimmer, Bernhard Hemmer, Jan S. Kirschke, Mark Mühlau
Publicado em 2022-01-01

Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence

Por Richard McKinley, Rik Wepfer, Lorenz Grunder, Fabian Aschwanden, Tim Fischer, Christoph Friedli, Raphaela Muri, Christian Rummel, Rajeev Verma, Christian Weisstanner, Benedikt Wiestler, Christoph Berger, Paul Eichinger, Mark Muhlau, Mauricio Reyes, Anke Salmen, Andrew Chan, Roland Wiest, Franca Wagner
Publicado em 2020-01-01