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Computed Tomography: Algebraic Reconstruction and Motion

The main areas of the CTARM group are algebraic reconstruction and motion compensation. An overview of the currently running projects is found right below.

Colloquium Time Table

DateResponsible PersonTitle
27.01.2019Alexander PreuhsJournal Club: Opens external link in new windowDenoising CT with GANs
04.02.2019Qiuting LeeMT final talk: Image registration of 2-D cone-beam mammography image and 3-D ultrasound image
11.02.2019Christoph Luckner

Journal Club: Opens external link in new windowConvolutional Neural Network-based MAR in CT

04.03.2019

all

Journal Club:Opens external link in new windowDenoising for low dose CT
11.03.2019all2nd Journal Club, please read the paper! Opens external link in new windowDenoising for low dose CT
29.04.2019Fasil GadjimuradovFinal Talk: Concept and Realization of a Flexible Trajectory Generator with Data Completeness Analysis for Medical C-arm Robotic Systems
06.05.2019Lina FelsnerIntro to ADMM and Opens external link in new windowADMM for Limited Angle
17.05.2019allADMM with networks for CS-MRI
24.05.2019allInternal Update Meeting
31.05.2019allInternal Update Meeting


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We meet every Friday at 10:00h.
During renovation of our room  (01.134-113), we temporarily meet in room 02.133-113.

Running Projects

Dynamic Cardiac Chamber Imaging in C-arm Computed Tomography

This project focuses on time-resolved volumetric reconstruction (i.e., 4-D imaging) of cardiac chambers from rotational angiography acquisitions. Two approaches are investigated: Motion-compensated analytic reconstruction as well as spatio-temporally regularized algebraic methods.

Motion Compensation using Surface Information in CBCT

The focus of this project is to use surface information to compensate for motion in C-arm cone-beam CT.

Motion Compensation in CBCT using Musculoskeletal Modeling

The goal of this project is to compensate for motion during C-arm cone-beam CT scans using a muskuloskeletal model based on inertial sensor data.

Motion Compensation for DynaCT Acquisitions

The focus of this project is the reconstruction of brain volumes acquired from patients suffering severe stroke using a C-arm system. Due to long acquisition times, standard reconstructions are corrupted by motion artifacts.

Flow Quantification using 4D Digital Subtraction Angiography

The goal of this project is to improve image quality of 4D DSA and estimate hemodynamic flow parameters from rotational angiography.

Novel applications for twin-robotic X-ray imaging

This project will mainly focus on developing new clinically beneficial applications using a novel ceiling-mounted twin-robotic X-ray system.

CONRAD

CONRAD is a software platform for simulation and reconstruction of flat-panel CT images.

Finished Projects

GPU based quantitative reconstruction in SPECT/CT

Graphical Processing Units (GPU)s with their tremendous parallelity concept and computational power are being used in this project to develop novel quantitative reconstruction algorithms.

Spatial-temporal Total Variation Regularization (STTVR) for 4D-CT Reconstruction

4D-CT reconstruction based on compressed sensing.

3-D Imaging of coronary vasculature using C-arm CT

The focus of this project is the optimisation of the 3-D reconstruction of coronary vasculature towards a quantitative representation.

3-D Imaging of the heart chambers with C-arm CT

In this project, the focus of the 3-D reconstruction is on the left ventricle (LV). Regarding the long acquisition time of the C-arm system for the acquisition of the projection images (> 5s), the heart motion has to be considered.

Perfusion C-arm CT

Perfusion C-arm CT is a novel technology to measure capillary blood flow (CBF) with slowly rotating C-arm systems.