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Inhalt

Books & Book Chapters

Journal Papers

A. Adlung, N. Paschke, A. Golla, D. Bauer, S. Mohamed, M. Samartzi, M. Fatar, E. Neumaier-Probst, F. Zöllner and L. Schad.
23Na MRI in ischemic stroke: Acquisition time reduction using postprocessing with convolutional neural networks.
NMR Biomed, 34 (4), p.e4474 (2021).

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).

D. Bauer, A. Adlung, I. Brumer, 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 Interventions.
Magn Reson Med, , p.in Press (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).

A. Golla, C. Tönnes, T. Russ, D. Bauer, M. Froelich, S. Diehl, S. Schoenberg, M. Keese, L. Schad, F. Zöllner and J. Rink.
Automated Screening for Abdominal Aortic Aneurysm in CT scans under clinical conditions using Deep Learning.
Diagnostics, , p.in Press (2021).

J. Leuschner, M. Schmidt, P. Ganguly, V. Andriiashen, S. Coban, A. Denker, D. Bauer, A. Hadjifaradji, K. Batenburg, P. Maass and M. van Eijnatten.
Quantitative Comparison of Deep Learning-Based Image Reconstruction Methods for Low-Dose and Sparse-Angle CT Applications.
J Imaging, 7 (3), p.44 (2021).

F. Tollens, N. Westhoff, J. von Hardenberg, S. Clausen, M. Ehmann, F. Zöllner, A. Adlung, D. Bauer, S. Schoenberg and D. Nörenberg.
[MRI-guided minimally invasive treatment of prostate cancer]..
Der Radiologe, 61 (9), pp.829-838 (2021).

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.
Int J CARS, 14 (10), pp.1741-1750 (2019).

Patents

Conference Papers

A. Adlung, N. Paschke, A. Golla, D. Bauer, S. Mohamed, M. Samartzi, M. Fatar, E. Probst, F. Zöllner and L. Schad.
Accuracy of quantified 23Na MRI in ischemic Stroke with varying undersampling Factors and CNN Postprocessing.
Proc Int Soc Magn Reson Med , (2021) 29 (1792) .

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) .

I. Brumer, D. Bauer, L. Schad and F. Zöllner.
Synthetic Arterial Spin Labelling MR Images.
ISMRM Workshop on Kidney MRI Biomarkers: The Route to Clinical Adoption , (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 .

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.
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) .

B. Waldkirch, D. Bauer, A. Schnurr, S. Engelhardt, F. Z"ollner, L. Schad and I. Wolf.
Point-based Evaluation of Multimodal Non-Rigid Image Registration of Synthetic Abdominal Data Generated with a Digital Phantom and a Cycle-Consistent Network..
4th Conference on Image-Guided Interventions , (2019) .

Other Publications