Mattias P Heinrich

8PUBLICATIONS
13CO-AUTHORS
Deep learningGeospatial information systems and geospatial data modellingComputational imagingMedical roboticsSemi- and unsupervised learning
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Publications (8)

|Sep 13, 2025
DG-TTA: Out-of-Domain Medical Image Segmentation Through Augmentation, Descriptor-Driven Domain Generalization, and Test-Time Adaptation.

Christian Weihsbach, Christian N Kruse, Alexander Bigalke

|Jan 08, 2025
3d freehand ultrasound reconstruction by reference-based point cloud registration.

Christoph Großbröhmer, Lasse Hansen, Jürgen Lichtenstein

|Apr 13, 2024
AcquisitionFocus: Joint Optimization of Acquisition Orientation and Cardiac Volume Reconstruction Using Deep Learning.

Christian Weihsbach, Nora Vogt, Ziad Al-Haj Hemidi

|Mar 30, 2023
Robust and Realtime Large Deformation Ultrasound Registration Using End-to-End Differentiable Displacement Optimisation.

Mattias P Heinrich, Hanna Siebert, Laura Graf

|Jul 18, 2022
Learning-based three-dimensional registration with weak bounding box supervision.

Mona Schumacher, Hanna Siebert, Andreas Genz

|Feb 15, 2022
Learning a Metric for Multimodal Medical Image Registration without Supervision Based on Cycle Constraints.

Hanna Siebert, Lasse Hansen, Mattias P Heinrich

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Frequent Collaborators

4 joint publications

Lasse Hansen

3 joint publications

Hanna Siebert

2 joint publications

Christian Weihsbach

2 joint publications

Alexander Bigalke