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Thomas Kirchner
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2020 – today
- 2021
- [c3]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: 330-335 - [i7]Debra F. Laefer, Thomas Kirchner, Haoran Jiang, Darlene Cheong, Yunqi Jiang, Aseah Khan
Data Resource Profile: Egress Behavior from Select NYC COVID-19 Exposed Health Facilities March-May 2020. CoRR abs/2101.10079 (2021) - [i6]Thomas Kirchner, Martin Frenz:
Quantitative photoacoustic oximetry imaging by multiple illumination learned spectral decoloring. CoRR abs/2102.11201 (2021) - 2020
- [j5]Leonardo Ayala
Light source calibration for multispectral imaging in surgery. Int. J. Comput. Assist. Radiol. Surg. 15(7): 1117-1125 (2020) - [d2]Janek Gröhl
Supplementary code and data for "Learned spectral decoloring enables photoacoustic oximetry". Zenodo, 2020 - [i5]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 abs/2011.05110 (2020)
2010 – 2019
- 2019
- [j4]Tim J. Adler
Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks. Int. J. Comput. Assist. Radiol. Surg. 14(6): 997-1007 (2019) - [i4]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 abs/1901.09781 (2019) - [i3]Janek Gröhl
Estimation of blood oxygenation with learned spectral decoloring for quantitative photoacoustic imaging (LSD-qPAI). CoRR abs/1902.05839 (2019) - [i2]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 abs/1903.03441 (2019) - 2018
- [j3]Thomas Kirchner
Signed Real-Time Delay Multiply and Sum Beamforming for Multispectral Photoacoustic Imaging. J. Imaging 4(10): 121 (2018) - [j2]Janek Gröhl
Confidence Estimation for Machine Learning-Based Quantitative Photoacoustics. J. Imaging 4(12): 147 (2018) - [d1]Janek Gröhl
In silico 2D photoacoustic imaging data. Zenodo, 2018 - 2017
- [j1]Martin Klemm
MITK-OpenIGTLink for combining open-source toolkits in real-time computer-assisted interventions. Int. J. Comput. Assist. Radiol. Surg. 12(3): 351-361 (2017) - [c2]Janek Gröhl, Thomas Kirchner, Lena Maier-Hein:
Abstract: Quantitative Photoakustische Tomografie durch lokale Kontextkodierung. Bildverarbeitung für die Medizin 2017: 153 - [i1]Thomas Kirchner, Janek Gröhl, Lena Maier-Hein:
Local context encoding enables machine learning-based quantitative photoacoustics. CoRR abs/1706.03595 (2017) - 2016
- [c1]Nathalie Harder, Maria Athelogou, Harald Hessel, Alexander Buchner
Co-occurrence features characterizing gland distribution patterns as new prognostic markers in prostate cancer whole-slide images. ISBI 2016: 807-810
Coauthor Index
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