Heidelberg University
Medical Faculty Mannheim
University Hospital Mannheim
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Individualisierte Diagnostik der chronischen Nierenerkrankung mittels mpMRT
Transnationales Forschungsprojekt RESPECT im Rahmen des ERA-Netzes zur personalisierten Medizin PerMed gefördert. read more.
Genauere MRT-Auswertungen für MS-Patienten durch Künstliche Intelligenz
Modellprojekt mit CKM Beteiligung im Rahmen des Innovationswettbewerbs "KI für KMU" soll die Behandlung von MS-Patienten verbessern more
CKM receives DFG funding for Project "Prediktion von Therapieansprechen und Outcome beim lokal fortgeschrittenen Rektum-Karzinom mittels Radiomics und Deep Learning: eine beispielhafte Anwendung für eine allgemein verwendbare, Deep Learning basierte Prozessierungs-Pipeline für die Bild-Klassifikation" read more.
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Collaborate Research Projects

Publications of Russ, M.Sc.

Books & Book Chapters
Journal Papers
Patents
Conference Contributions
Other Publications

Books & Book Chapters

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Journal Papers

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D. Bauer, T. Russ, B. Waldkirch, C. Tönnes, W. Segars, L. Schad, F. Zöllner and A. Golla.
Generation of annotated multimodal ground truth datasets for abdominal medical image registration.
Int J Comput Ass Rad, 16 (8), pp.1277-1285 (2021).
A. Golla, D. Bauer, R. Schmidt, T. Russ, D. Nörenberg, K. Chung, C. Tönnes, L. Schad and F. Zöllner.
Convolutional Neural Network EnsembleSegmentation with Ratio-based Sampling for theArteries and Veins in Abdominal CT Scans.
IEEE Trans. Biomed. Eng., 68 (5), pp.1518-1526 (2021).
S. Hatamikia, A. Biguri, G. Kronreif, M. Figl, T. Russ, J. Kettenbach, M. Buschmann and W. Birkfellner.
Toward on-the-fly trajectory optimization for C-arm CBCT under strong kinematic constraints.
{PLOS} {ONE}, 16 (2), p.e0245508 (2021).
S. Hatamikia, A. Biguri, G. Kronreif, J. Kettenbach, T. Russ, H. Furtado, L. Shiyam Sundar, M. Buschmann, E. Unger, M. Figl, D. Georg and W. Birkfellner.
Optimization for customized trajectories in cone beam computed tomography.
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Med Phys, 47 (10), pp.4786-4799 (2020).
T. Russ, S. Goerttler, A. Schnurr, D. Bauer, S. Hatamikia, L. Schad, F. Zöllner and K. Chung.
Synthesis of CT images from digital body phantoms using CycleGAN
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Int J CARS, 14 (10), pp.1741-1750 (2019).
A. Schnurr, K. Chung, T. Russ, L. Schad and F. Zöllner.
Simulation-Based Deep Artifact Correction with Convolutional Neural Networks for Limited Angle Artifacts.
Z Med Phys, 29 (2), pp.150-161 (2019).
C. Möhler, T. Russ, P. Wohlfahrt, A. Elter, A. Runz, C. Richter and S. Greilich.
Experimental verification of stopping-power prediction from single- and dual-energy computed tomography in biological tissues.
Phys. Med. Biol, 63 (2), p.025001 (2018).

Patents

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Conference Papers

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D. Bauer, E. Oelschläger, A. Golla, A. Adlung, T. Russ, I. Hermann, I. Brumer, J. Rosenkranz, F. Tollens, S. Clausens, P. Aumüller, L. Schad, D. Nörenberg and F. Zöllner.
An Anthropomorphic Pelvis Phantom for Prostate Brachytherapy.
Proc. Intl. Soc. Mag. Reson. Med , , (2021) 29, p.481 .
D. Bauer, I. Brumer, A. Adlung, A. Golla, T. Russ, E. Oelschlegel, F. Tollens, S. Clausen, P. Aumüller, L. Schad, D. Nörenberg and F. Zöllner.
An Anthropomorphic Pelvis Phantom for MR-guided Prostate Biopsy.
Proc. 5th Conference on Image-Guided Interventions , , (2021) .
D. Bauer, T. Russ, C. Ulrich, A. Golla, L. Schad and F. Zöllner.
Metal Artifact Correction in End-to-end Deep Learning CT Image Reconstruction.
Proc. 5th Conference on Image-Guided Interventions , , (2021) .
D. Bauer, C. Ulrich, A. Golla, T. Russ, C. Tönnes, J. Leuschner, M. Schmidt, L. Schad and F. Zöllner.
Image reconstruction using end-to-end deep learning for low-dose CT.
Proc. Computer Assisted Radiology and Surgery , , (2021) .
T. Russ, W. Wang, A. Golla, D. Bauer, M. Tivnan, C. Tönnes, Y. Ma, T. Reynolds, S. Hatamikia, L. Schad, F. Zöllner, G. Gang and J. Stayman.
Fast Reconstruction of non-circular CBCT orbits using CNNs.
Proc. Fully3D Congress , , (2021) .
D. Bauer, T. Russ, W. Segars, A. Schnurr, L. Schad and F. Zöllner.
Generation of Fully Annotated Abdominal T1-weighted MR Ground Truth Data for Image Segmentation and Registration using CycleGANs and the XCAT Phantom.
Proc. ESMRMB Congress , Virutal Meeting , (2020) 37, pp.26-27 .
G. Gang, T. Russ, Y. Ma, C. Toennes, J. Siewerdsen, L. Schad and J. Stayman.
Metal-Tolerant Noncircular Orbit Design and Implementation on Robotic C-Arm Systems.
6th International Conference on Image Formation in X-Ray Computed Tomography , , (2020) .
S. Hatamikia, A. Biguri, G. Kronreif, T. Russ, J. Kettenbach and W. Birkfellner.
Short Scan Source-detector Trajectories for Target-based CBCT.
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Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) , , (2020) 42, pp.1299-1302 .
T. Russ, A. Abdelrehim, D. Bauer, S. Hatamikia, L. Schad, F. Zöllner, K. Chung and . .
CBCT image quality and dose simulations for arbitrary source-detector trajectories with GATE.
EuroSafe Imaging 2020 , , (2020), pp.ESI-05719 .
D. Bauer, A. Schnurr, T. Russ, S. Goerttler, L. Schad, F. Zoellner and K. Chung.
Synthesis of {\{}CT{\}} Images Using Cycle{\{}GAN{\}}s: Enhancement of Anatomical Accuracy
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International Conference on Medical Imaging with Deep Learning - Extended Abstract Track , London, United Kingdom , (2019) .
D. Bauer, A. Schnurr, T. Russ, B. Waldkirch, L. Schad, F. Zöllner and K. Chung.
Synthesis of CBCT Images from Digital Phantoms Using CycleGANs.
4th Conference on Image-Guided Interventions , , (2019) .
G. Kabelitz, D. Bauer, A. Schnurr, T. Russ, I. Hermann, F. Zöllner, L. Schad and K. Chung.
Evaluation phantom for multimodal imaging and image-guided needle interventions.
4th Conference on Image-Guided Interventions , , (2019) .
T. Russ, A. Abdelrehim, D. Bauer, L. Schad, F. Z"ollner and K. Chung.
Framework for image quality and physical dose predictions of arbitrary CBCT source-detector trajectories with GATE.
4th Conference on Image-Guided Interventions , , (2019) .

Other Publications

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Contact: Dr. Frank Zöllner last modified: 08.09.2021
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