Thomas Kirchner

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 15

Top Topics

Multispectral Imaging

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Bildverarbeitung für die Medizin

Publications

Debra F. Laefer, Thomas Kirchner, Haoran Jiang, Darlene Cheong, Yunqi Jiang, Aseah Khan, Weiyi Qiu, Nikki Tai, Tiffany Truong, Maimunah Virk
Data Resource Profile: Egress Behavior from Select NYC COVID-19 Exposed Health Facilities March-May 2020. CoRR (2021)
Jan-Hinrich Nölke, Tim Adler, Janek Gröhl, Thomas Kirchner, Lynton Ardizzone, Carsten Rother, Ullrich Köthe, Lena Maier-Hein
Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging. Bildverarbeitung für die Medizin (2021)
Thomas Kirchner, Martin Frenz
Quantitative photoacoustic oximetry imaging by multiple illumination learned spectral decoloring. CoRR (2021)
Jan-Hinrich Nölke, Tim Adler, Janek Gröhl, Thomas Kirchner, Lynton Ardizzone, Carsten Rother, Ullrich Köthe, Lena Maier-Hein
Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging. CoRR (2020)
Leonardo Ayala, Silvia Seidlitz, Anant Vemuri, Sebastian J. Wirkert, Thomas Kirchner, Tim J. Adler, Christina Engels, Dogu Teber, Lena Maier-Hein
Light source calibration for multispectral imaging in surgery. Int. J. Comput. Assist. Radiol. Surg. 15 (7) (2020)
Tim J. Adler, Lynton Ardizzone, Anant Suraj Vemuri, Leonardo Ayala, Janek Gröhl, Thomas Kirchner, Sebastian J. Wirkert, Jakob Kruse, Carsten Rother, Ullrich Köthe, Lena Maier-Hein
Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks. Int. J. Comput. Assist. Radiol. Surg. 14 (6) (2019)
Tim J. Adler, Lynton Ardizzone, Anant Suraj Vemuri, Leonardo Ayala, Janek Gröhl, Thomas Kirchner, Sebastian J. Wirkert, Jakob Kruse, Carsten Rother, Ullrich Köthe, Lena Maier-Hein
Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks. CoRR (2019)
Thomas Kirchner, Janek Gröhl, Franz Sattler, Moritz S. Bischoff, Angelika Laha, Marco Nolden, Lena Maier-Hein
An open-source software platform for translational photoacoustic research and its application to motion-corrected blood oxygenation estimation. CoRR (2019)
Janek Gröhl, Thomas Kirchner, Tim Adler, Lena Maier-Hein
Estimation of blood oxygenation with learned spectral decoloring for quantitative photoacoustic imaging (LSD-qPAI). CoRR (2019)
Janek Gröhl, Thomas Kirchner, Tim Adler, Lena Maier-Hein
Confidence Estimation for Machine Learning-Based Quantitative Photoacoustics. J. Imaging 4 (12) (2018)
Thomas Kirchner, Franz Sattler, Janek Gröhl, Lena Maier-Hein
Signed Real-Time Delay Multiply and Sum Beamforming for Multispectral Photoacoustic Imaging. J. Imaging 4 (10) (2018)
Janek Gröhl, Thomas Kirchner, Lena Maier-Hein
Abstract: Quantitative Photoakustische Tomografie durch lokale Kontextkodierung. Bildverarbeitung für die Medizin (2017)
Martin Klemm, Thomas Kirchner, Janek Gröhl, Dominique Cheray, Marco Nolden, Alexander Seitel, Harald Hoppe, Lena Maier-Hein, Alfred M. Franz
MITK-OpenIGTLink for combining open-source toolkits in real-time computer-assisted interventions. Int. J. Comput. Assist. Radiol. Surg. 12 (3) (2017)
Thomas Kirchner, Janek Gröhl, Lena Maier-Hein
Local context encoding enables machine learning-based quantitative photoacoustics. CoRR (2017)
Nathalie Harder, Maria Athelogou, Harald Hessel, Alexander Buchner, Ralf Schönmeyer, Günter Schmidt, Christian G. Stief, Thomas Kirchner, Gerd Karl Binnig
Co-occurrence features characterizing gland distribution patterns as new prognostic markers in prostate cancer whole-slide images. ISBI (2016)