Jakob Wasserthal

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Medical Image Segmentation

Corpus Callosum

Top Venues

Bildverarbeitung für die Medizin

Medical Image Anal.

Publications

Tugba Akinci D'Antonoli, Lucas K. Berger, Ashraya K. Indrakanti, Nathan Vishwanathan, Jakob Weiß, Matthias Jung, Zeynep Berkarda, Alexander Rau, Marco Reisert, Thomas Küstner, Alexandra Walter, Elmar M. Merkle, Martin Segeroth, Joshy Cyriac, Shan Yang, Jakob Wasserthal
TotalSegmentator MRI: Sequence-Independent Segmentation of 59 Anatomical Structures in MR images. CoRR (2024)
Francesco Santini, Jakob Wasserthal, Abramo Agosti, Xeni Deligianni, Kevin R. Keene, Hermien E. Kan, Stefan Sommer, Christoph Stuprich, Fengdan Wang, Claudia Weidensteiner, Giulia Manco, Matteo Paoletti, Valentina Mazzoli, Arjun D. Desai, Anna Pichiecchio
Deep Anatomical Federated Network (Dafne): an open client/server framework for the continuous collaborative improvement of deep-learning-based medical image segmentation. CoRR (2023)
Maximilian Zenk, David Zimmerer, Fabian Isensee, Paul F. Jäger, Jakob Wasserthal, Klaus H. Maier-Hein
Realistic Evaluation of FixMatch on Imbalanced Medical Image Classification Tasks. Bildverarbeitung für die Medizin (2022)
Jakob Wasserthal, Manfred Meyer, Hanns-Christian Breit, Joshy Cyriac, Shan Yang, Martin Segeroth
TotalSegmentator: robust segmentation of 104 anatomical structures in CT images. CoRR (2022)
Fabian Isensee, Jens Petersen, André Klein, David Zimmerer, Paul F. Jaeger, Simon Kohl, Jakob Wasserthal, Gregor Köhler, Tobias Norajitra, Sebastian J. Wirkert, Klaus H. Maier-Hein
Abstract: nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation. Bildverarbeitung für die Medizin (2019)
Jakob Wasserthal, Peter F. Neher, Klaus H. Maier-Hein
Abstract: Tract Orientation Mapping for Bundle-Specific Tractography. Bildverarbeitung für die Medizin (2019)
Jakob Wasserthal, Peter F. Neher, Dusan Hirjak, Klaus H. Maier-Hein
Combined tract segmentation and orientation mapping for bundle-specific tractography. CoRR (2019)
Jakob Wasserthal, Peter F. Neher, Dusan Hirjak, Klaus H. Maier-Hein
Combined tract segmentation and orientation mapping for bundle-specific tractography. Medical Image Anal. 58 (2019)
Jakob Wasserthal, Peter F. Neher, Klaus H. Maier-Hein
Tract Orientation Mapping for Bundle-Specific Tractography. MICCAI (3) (2018)
Jakob Wasserthal, Peter F. Neher, Klaus H. Maier-Hein
TractSeg - Fast and accurate white matter tract segmentation. CoRR (2018)
Jakob Wasserthal, Peter F. Neher, Klaus H. Maier-Hein
Tract orientation mapping for bundle-specific tractography. CoRR (2018)
Paul Jäger, Fabian Isensee, Jens Petersen, David Zimmerer, Jakob Wasserthal, Klaus Hermann Maier-Hein
Advanced Deep Learning Methods. Bildverarbeitung für die Medizin (2018)
Fabian Isensee, Jens Petersen, André Klein, David Zimmerer, Paul F. Jaeger, Simon Kohl, Jakob Wasserthal, Gregor Köhler, Tobias Norajitra, Sebastian J. Wirkert, Klaus H. Maier-Hein
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation. CoRR (2018)
Jakob Wasserthal, Peter F. Neher, Klaus H. Maier-Hein
TractSeg - Fast and accurate white matter tract segmentation. NeuroImage 183 (2018)
Jakob Wasserthal, Peter F. Neher, Fabian Isensee, Klaus H. Maier-Hein
Direct White Matter Bundle Segmentation using Stacked U-Nets. CoRR (2017)