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Searchresult: CTM_Kristof.pdf
CTM_Kristof.pdf PDF, 760.66 KB content type: Document

Last update: : 21.01.2025

Noise-Augmented Deep Denoising of CT Images Gernot Kristof1,2, Elias Eulig1,2, and Marc Kachelrieß1,2 1Division of X-Ray Imaging and CT, German Cancer Research Center (DKFZ), Heidelberg, Germany…
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Searchresult: CTM_Jaeger.pdf
CTM_Jaeger.pdf PDF, 921.27 KB content type: Document

Last update: : 21.01.2025

Rawdata-Based Higher Order Deep Beam Hardening Correction Fabian Jäger1,2, Pascal Paysan3, Michał Walczak3, and Marc Kachelrieß1,2 1Division of X-Ray Imaging and Computed Tomography, German Cancer…
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Searchresult: CTM_Bollig.pdf
CTM_Bollig.pdf PDF, 789.83 KB content type: Document

Last update: : 21.01.2025

Deep Bone Extraction in X-Ray Projection Domain Jonathan Bollig1,2, Fabian Jäger1,2, Michael Knaup1, and Marc Kachelrieß1,2 1Division of X-Ray Imaging and CT, German Cancer Research Center (DKFZ),…
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Searchresult: ECMP_Kachelriess_1.pdf
ECMP_Kachelriess_1.pdf PDF, 5.76 MB content type: Document

Last update: : 21.01.2025

AI in CT Image Formation Getting Ready and Tips for Researchers Marc Kachelrieß German Cancer Research Center (DKFZ), Heidelberg, Germany www.dkfz.de/ct Getting Ready • Wrong: – “The aim is to…
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Searchresult: ECMP_Kachelriess_2.pdf
ECMP_Kachelriess_2.pdf PDF, 7.17 MB content type: Document

Last update: : 21.01.2025

Basics of AI And Some X-Ray or CT Examples Marc Kachelrieß German Cancer Research Center (DKFZ) Heidelberg, Germany www.dkfz.de/ct Nomenclature • Iteration = Epoch • Batch = Subset (randomly…
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Searchresult: ECMP_Schneider.pdf
ECMP_Schneider.pdf PDF, 1.85 MB content type: Document

Last update: : 21.01.2025

Patient-Specific Metrics for Scan Parameter Adaption in CT-Based Lung Cancer Screening Johannes Schneider, Stefan Sawall, and Marc Kachelrieß German Cancer Research Center (DKFZ) Heidelberg, Germany…
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Searchresult: ECMP_Klubertz.pdf
ECMP_Klubertz.pdf PDF, 2.67 MB content type: Document

Last update: : 21.01.2025

Do We Need Age- and Sex- Dependent Organ Weights for riskTCM or Does the Effective Dose Perform Equally Well? Sophia Klubertz, Edith Baader, and Marc Kachelrieß German Cancer Research Center (DKFZ)…
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Searchresult: ECMP_Bollig.pdf
ECMP_Bollig.pdf PDF, 1.36 MB content type: Document

Last update: : 21.01.2025

Deep Bone Extraction in X-Ray Projection Domain Jonathan Bollig, Fabian Jäger, and Marc Kachelrieß German Cancer Research Center (DKFZ) Heidelberg, Germany www.dkfz.de/ct Underlying Concepts …
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Searchresult: MIC_Maier.pdf
MIC_Maier.pdf PDF, 3.53 MB content type: Document

Last update: : 21.01.2025

Deep Learning-based Scatter Estimation for Time-of-Flight PET Joscha Maier1, Yannick Berker3, Antje Schulte3, Maurizio Conti2, Jorge Cabello2, Deepak Bharkhada2, Antonis Kalemis3, Leyun Pan1, Antonia…
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Searchresult: Who we are
Who we are

Last update: : 21.01.2025

We introduce ourselves The German Cancer Research Center (DKFZ) stands for excellent science, groundbreaking innovations, and a clear mission: researching for a life without cancer.…
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