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Searchresult: ESMPE2_Kachelriess.pdf
AI in CT and CBCT Image Formation Marc Kachelrieß German Cancer Research Center (DKFZ) Heidelberg, Germany www.dkfz.de/ct Fully Connected Neural Network • Each layer fully connects to previous…
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Searchresult: DGMP_Eulig.pdf
Invarianzen Neuronaler Netze am Beispiel der CT Rauschreduktion Elias Eulig1,2, Björn Ommer2,3, and Marc Kachelrieß1,2 1German Cancer Research Center (DKFZ), Heidelberg, Germany 2Heidelberg…
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Searchresult: DGMP_Kachelriess_1.pdf
KI in der diagnostischen CT-Bildgebung Marc Kachelrieß German Cancer Research Center (DKFZ) Heidelberg, Germany www.dkfz.de/ct Fully Connected Neural Network • Each layer fully connects to…
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Searchresult: ESMPE_Kachelriess_3.pdf
CT Requirements for Lung Cancer Screening (LCS) Marc Kachelrieß German Cancer Research Center (DKFZ) Heidelberg, Germany www.dkfz.de/ct Why Bother about Dose? • Screening population is mainly…
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Searchresult: F3D_Jaeger.pdf
Monte Carlo-free Deep Scatter Estimation (DSE) with a Linear Boltzmann Transport Solver for Image Guidance in Radiation Therapy Fabian Jäger1,2, Joscha Maier1, Pascal Paysan3, Michał Walczak3, and…
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Searchresult: F3D_Maier.pdf
Projection-based CBCT Motion Correction using Convolutional LSTMs Joscha Maier1, Timothy Herbst1,2, Stefan Sawall1,2, Marcel Arheit3, Pascal Paysan3, and Marc Kachelrieß1,2 1Division of X-Ray Imaging…
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Searchresult: MIC_Byl_2.pdf
Low-Dose CT: Reducing Tube Current, Number of Projections, or Both? Achim Byl1,2, Stefan Sawall1,2, Magdalena Rafecas3, Christoph Hoeschen4, and Marc Kachelrieß1,2 1Division of X-Ray Imaging and CT,…
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Searchresult: MIC_Herbst_2.pdf
Deep Patient Motion Estimation: Pretraining, Overfitting, or Pretraining and Overfitting? Timothy Jay Herbst1,2, Joscha Maier1, Marcel Arheit3, Pascal Paysan3, and Marc Kachelrieß1,2 1Divison of…
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Searchresult: DGMP_Kachelriess_2.pdf
AI for a New Interventional X-Ray Imaging Application Marc Kachelrieß German Cancer Research Center (DKFZ) Heidelberg, Germany www.dkfz.de/ct Aim To provide tomographic fluoroscopy at the same…
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Searchresult: DGMP_Klein.pdf
Patient Risk-Minimizing Tube Current Modulation in CT (riskTCM) Laura Klein German Cancer Research Center (DKFZ) Heidelberg, Germany www.dkfz.de/ct Aim • Today’s tube current modulation minimizes…
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