Mr. Tom Rix Profile

Tom Rix

at Deutsches Krebsforschungszentrum

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Publications (6)

Proceedings Article | 13 March 2024 Poster

Efficient photoacoustic image synthesis with Fourier neural operator networks

Tom Rix, Kris Dreher, Melanie Schellenberg, Jan-Hinrich Nölke, Alexander Seitel, Lena Maier-Hein

Proceedings Volume PC12842, PC128422U (2024) https://doi.org/10.1117/12.3001800

KEYWORDS: Photoacoustic spectroscopy, Neural networks, Monte Carlo methods, Education and training, Data modeling, Wave propagation, Tissue optics, Simulations, Photon transport, Photoacoustic imaging

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Proceedings Article | 13 March 2024 Presentation

Unsupervised domain transfer for realistic photoacoustic image simulation

Kris Dreher, Melanie Schellenberg, Jan-Hinrich Nölke, Tom Rix, Alexander Seitel, Lena Maier-Hein

Proceedings Volume PC12842, PC128420W (2024) https://doi.org/10.1117/12.3003392

KEYWORDS: Photoacoustic spectroscopy, Neural networks, Model-based design, In vivo imaging, Gallium nitride, Blood oxygen saturation, Oxygen, Nervous system, Modeling, Light absorption

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Proceedings Article | 13 March 2024 Poster

Christoph Bender, Kris Dreher, Niklas Holzwarth, Marcel Knopp, Jan-Hinrich Nölke, Tom Rix, Melanie Schellenberg, Julius Kempf, Werner Lang, Alexander Seitel, Ulrich Rother, Lena Maier-Hein

Proceedings Volume PC12842, PC128422T (2024) https://doi.org/10.1117/12.3000348

KEYWORDS: Machine learning, Photoacoustic spectroscopy, Image analysis, Data modeling, Performance modeling, X-rays, X-ray imaging, X-ray computed tomography, Photoacoustic imaging, Medical research

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Proceedings Article | 27 March 2023 Poster

Photoacoustic image synthesis with SIMPA: updates and future directions

Kris Dreher, Janek Groehl, Tom Rix, Melanie Schellenberg, Niklas Holzwarth, Jan-Hinrich Noelke, Leonardo Ayala, Lena Maier-Hein, Alexander Seitel

Proceedings Volume PC12379, PC1237931 (2023) https://doi.org/10.1117/12.2649935

KEYWORDS: Photoacoustic spectroscopy, Tissue optics, Acoustics, Photonics, Inverse optics, Visualization, Tissues, Reconstruction algorithms, Optical imaging, Inverse problems

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SPIE Journal Paper | 4 April 2022 Open Access

SIMPA: an open-source toolkit for simulation and image processing for photonics and acoustics

Janek Gröhl, Kris Dreher, Melanie Schellenberg, Tom Rix, Niklas Holzwarth, Patricia Vieten, Leonardo Ayala, Sarah Bohndiek, Alexander Seitel, Lena Maier-Hein

JBO, Vol. 27, Issue 08, 083010, (April 2022) https://doi.org/10.1117/12.10.1117/1.JBO.27.8.083010

KEYWORDS: Acoustics, Tissue optics, Image processing, Tissues, Monte Carlo methods, Computer simulations, Photonics, Image segmentation, Molecules, Inverse optics

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