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Conference Contributions 2018

Last update: : 22.01.2025

CT Symposium Garmisch, Garmisch Partenkirchen, January 10 - January 17, 2018 Multienergy-CT und photonenzählende Detektoren M. Kachelrieß Presentation 8th Conference on Industrial Computed…

RSNA_Eulig.pdf PDF, 11.96 MB Document

Last update: : 22.01.2025

Deep Inpainting for Photon-Counting Cone-Beam CT Elias Eulig, Joscha Maier, Andreas Hahn, and Marc Kachelrieß German Cancer Research Center (DKFZ) Heidelberg, Germany www.dkfz.de/ct Motivation •…

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Pichl_Kachelriess_2.pdf PDF, 9.34 MB Document

Last update: : 22.01.2025

Deep Monte Carlo Marc Kachelrieß German Cancer Research Center (DKFZ) Heidelberg, Germany www.dkfz.de/ct Content • Coarse CNN overview • Deep scatter estimation 4 Coarse CNN Overview 5 …

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SPIE_Lebedev.pdf PDF, 3.17 MB Document

Last update: : 22.01.2025

Stack Transition Artifact Removal for Cardiac CT Using Patch-Based Similarities Sergej Lebedev1,2,3, Eric Fournie1, Karl Stierstorfer1 and Marc Kachelrieß2,3 1Siemens Healthineers, Forchheim, Germany…

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SPIE_Dorn.pdf PDF, 3.49 MB Document

Last update: : 22.01.2025

Organ-Specific Context-Sensitive CT Image Reconstruction and Display Sabrina Dorn1,2, Shuqing Chen3, Stefan Sawall1,2, David Simons1, Matthias May3, Joscha Maier1,2, Michael Knaup1, Heinz-Peter…

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SPIE_Waltrich.pdf PDF, 944.85 KB Document

Last update: : 22.01.2025

Influence of Data Completion on Scatter Artifact Correction for Truncated Cone-Beam CT Data Nadine Waltrich1,2, Stefan Sawall1,3, Joscha Maier1,2, Jan Kuntz1,3, Kai Stannigel4, Kai Lindenberg4, and…

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SPIE_Maier.pdf PDF, 3.18 MB Document

Last update: : 22.01.2025

Deep Scatter Estimation (DSE): Feasibility of using a Deep Convolutional Neural Network for Real-Time X-Ray Scatter Prediction in Cone-Beam CT Joscha Maier1,2, Yannick Berker1, Stefan Sawall1,2 and…

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CTM_Lebedev.pdf PDF, 3.32 MB Document

Last update: : 22.01.2025

Stack Transition Artifact Removal for Cardiac CT using a Symmetric Demons Algorithm Sergej Lebedev1,2,3, Eric Fournie1, Karl Stierstorfer1 and Marc Kachelrieß2,3 1Siemens Healthineers, Forchheim,…

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ISMRM_Kachelriess.pdf PDF, 6.65 MB Document

Last update: : 22.01.2025

4D and 5D Motion-Compensated (MoCo) Image Reconstruction Marc Kachelriess German Cancer Research Center (DKFZ) Heidelberg, Germany www.dkfz.de/ct Motion Compensation (MoCo) • Step 1 (difficult):…

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ECMP_Kachelriess.pdf PDF, 8.37 MB Document

Last update: : 22.01.2025

Deep Learning in CT Marc Kachelrieß German Cancer Research Center (DKFZ) Heidelberg, Germany www.dkfz.de/ct Aim To give a coarse and critical overview of deep learning applications in CT image…

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