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Searchresult: RSNA_Kachelriess.pdf
Deep Learning in CT Artifact Correction Marc Kachelrieß German Cancer Research Center (DKFZ) Heidelberg, Germany www.dkfz.de/ct Content • Metal artifact reduction (MAR) • Detruncation • Scatter…
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Searchresult: RSNA_Maier.pdf
Deep Learning-based 4D CT and 4D CBCT Motion Compensation of Periodic and Non-Periodic Patient Motion with Single-View Temporal Resolution Joscha Maier1, Timothy Herbst1,2, Stefan Sawall1,2, Marcel…
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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: 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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Searchresult: ECR_Baader.pdf
Tube Current and Tube Voltage Modulation in CT to Minimize the Patient’s Radiation Risk Edith Baader1,2, Laura Klein1,2, Stefan Sawall1,2 , Joscha Maier1, and Marc Kachelrieß1,2 1German Cancer…
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