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Hanna Siebert
at Univ zu Lübeck
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Publications (4)
Proceedings Article | 3 April 2023 Poster + Paper
Highly accurate deep registration networks for large deformation estimation in compression ultrasound
Proceedings Volume 12464, 1246426 (2023) https://doi.org/10.1117/12.2653870
KEYWORDS: Image segmentation, Ultrasonography, Deformation, Image registration, Machine learning, Feature extraction, Convex optimization, Veins
SPIE Journal Paper | 14 July 2022
Learning-based three-dimensional registration with weak bounding box supervision
JMI, Vol. 9, Issue 04, 044001, (July 2022) https://doi.org/10.1117/12.10.1117/1.JMI.9.4.044001
KEYWORDS: Image registration, Image segmentation, 3D image processing, Image processing, Medical imaging, Image processing algorithms and systems, Feature extraction, Magnetic resonance imaging, Kidney, Computed tomography
Proceedings Article | 15 February 2021 Presentation + Paper
DA-AR-Net: an attentive activation based Deformable auto-encoder for group-wise registration
Proceedings Volume 11596, 115960Q (2021) https://doi.org/10.1117/12.2582176
KEYWORDS: Image registration, Computer programming, Medical imaging, Data modeling, Visualization, Image compression, Feature extraction
Proceedings Article | 15 February 2021 Presentation + Paper
Learning inverse consistent 3D groupwise registration with deforming autoencoders
Proceedings Volume 11596, 115960F (2021) https://doi.org/10.1117/12.2581948
KEYWORDS: Image registration, Medical imaging, Data modeling, Computer programming, 3D modeling, Neuroimaging, Magnetic resonance imaging, Image restoration, Brain, 3D scanning
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