Mr. Tim J. Adler Profile

Tim J. Adler

at Deutsches Krebsforschungszentrum

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Publications (3)

Proceedings Article | 17 March 2023 Presentation

How to assess the realism of synthetic spectral images

Marco Hübner, Leonardo Ayala, Maike Rees, Tim Adler, Kris Dreher, Silvia Seidlitz, Jan Sellner, Ahmad Bin Qasim, Alexander Seitel, Alexander Studier-Fischer, Alexey Aksenov, Christina Engels, Dogu Teber, Beat Müller-Stich, Felix Nickel, Lena Maier-Hein

Proceedings Volume PC12361, PC1236104 (2023) https://doi.org/10.1117/12.2648461

KEYWORDS: Monte Carlo methods, Diffuse reflectance spectroscopy, In vivo imaging, Tissues, Optical imaging, Machine learning, Hyperspectral imaging, Functional imaging, Evolutionary algorithms, Data analysis

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Proceedings Article | 5 March 2021 Presentation

Invertible neural networks for uncertainty quantification in photoacoustic imaging

Jan-Hinrich Nölke, Tim Adler, Janek Gröhl, Lena Maier-Hein, Thomas Kirchner, Lynton Ardizzone, Carsten Rother, Ullrich Köthe

Proceedings Volume 11642, 116421Q (2021) https://doi.org/10.1117/12.2578183

KEYWORDS: Blood, Neural networks, Photoacoustic spectroscopy, Tissue optics, Visualization, Photoacoustic imaging, Multispectral imaging, Inverse problems

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Proceedings Article | 20 April 2020 Presentation

Deep learning-based oxygenation estimation for multispectral photoacoustic imaging (Conference Presentation)

Janek Gröhl, Thomas Kirchner, Tim Adler, Lena Maier-Hein

Proceedings Volume 11240, 112402P (2020) https://doi.org/10.1117/12.2545853

KEYWORDS: Tissue optics, Photoacoustic imaging, Multispectral imaging, Photoacoustic spectroscopy, Chromophores, In vivo imaging, Tissues, Error analysis, Image classification, Visual analytics

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