Kris Dreher

According to our database, Kris Dreher authored at least 9 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Shortcut learning leads to sex bias in deep learning models for photoacoustic tomography.

Marcel Knopp, Christoph J. Bender, Niklas Holzwarth, Yi Li, Julius Kempf, Milenko Caranovic, Ferdinand Knieling, Werner Lang, Ulrich Rother, Alexander Seitel, Lena Maier-Hein, Kris K. Dreher

Int. J. Comput. Assist. Radiol. Surg., July, 2025

2024

Photoacoustic Quantification of Tissue Oxygenation Using Conditional Invertible Neural Networks.

Jan-Hinrich Nölke, Tim J. Adler, Melanie Schellenberg, Kris K. Dreher, Niklas Holzwarth, Christoph J. Bender, Minu Dietlinde Tizabi, Alexander Seitel, Lena Maier-Hein

IEEE Trans. Medical Imaging, September, 2024

2023

Efficient Photoacoustic Image Synthesis with Deep Learning.

Tom Rix, Kris K. Dreher, Jan-Hinrich Nölke, Melanie Schellenberg, Minu Dietlinde Tizabi, Alexander Seitel, Lena Maier-Hein

Sensors, August, 2023

Unsupervised Domain Transfer with Conditional Invertible Neural Networks.

Kris K. Dreher, Leonardo Ayala, Melanie Schellenberg, Marco Hübner, Jan-Hinrich Nölke, Tim J. Adler, Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Janek Gröhl, Felix Nickel, Ullrich Köthe, Alexander Seitel, Lena Maier-Hein

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Abstract: Tattoo-Tomographie - Freihand-3D-Photoakustik und multimodale Bildfusion.

Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu Dietlinde Tizabi, Beat P. Müller-Stich, Lena Maier-Hein

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

2021

Semantic segmentation of multispectral photoacoustic images using deep learning.

Janek Gröhl, Melanie Schellenberg, Kris Dreher, Niklas Holzwarth, Minu Dietlinde Tizabi, Alexander Seitel, Lena Maier-Hein

CoRR, 2021

Data-driven generation of plausible tissue geometries for realistic photoacoustic image synthesis.

Melanie Schellenberg, Janek Gröhl, Kris Dreher, Niklas Holzwarth, Minu Dietlinde Tizabi, Alexander Seitel, Lena Maier-Hein

CoRR, 2021

Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern.

Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu Dietlinde Tizabi, Beat P. Müller-Stich, Lena Maier-Hein

Int. J. Comput. Assist. Radiol. Surg., 2021

2020

Deep learning for biomedical photoacoustic imaging: A review.

Janek Gröhl, Melanie Schellenberg, Kris Dreher, Lena Maier-Hein

CoRR, 2020