| Synthesis of CT images from digital body phantoms using CycleGAN T Russ, S Goerttler, AK Schnurr, DF Bauer, S Hatamikia, LR Schad, ... International Journal of Computer Assisted Radiology and Surgery 14 (10 …, 2019 | 46 | 2019 |
| Kidney segmentation in renal magnetic resonance imaging-current status and prospects FG Zöllner, M Kociński, L Hansen, AK Golla, AŠ Trbalić, A Lundervold, ... IEEE access 9, 71577-71605, 2021 | 31 | 2021 |
| Convolutional Neural Network Ensemble Segmentation With Ratio-Based Sampling for the Arteries and Veins in Abdominal CT Scans AK Golla, DF Bauer, R Schmidt, T Russ, D Nörenberg, K Chung, ... IEEE Transactions on Biomedical Engineering 68 (5), 1518-1526, 2020 | 26 | 2020 |
| Generation of annotated multimodal ground truth datasets for abdominal medical image registration DF Bauer, T Russ, BI Waldkirch, C Tönnes, WP Segars, LR Schad, ... International Journal of Computer Assisted Radiology and Surgery, 1-9, 2021 | 25 | 2021 |
| Simulation-based deep artifact correction with convolutional neural networks for limited angle artifacts AK Schnurr, K Chung, T Russ, LR Schad, FG Zoellner Zeitschrift für Medizinische Physik 29 (2), 150-161, 2019 | 24 | 2019 |
| Accelerated white matter lesion analysis based on simultaneous and quantification using magnetic resonance fingerprinting and deep learning I Hermann, E Martínez‐Heras, B Rieger, R Schmidt, AK Golla, JS Hong, ... Magnetic Resonance in Medicine 86 (1), 471-486, 2021 | 15 | 2021 |
| Automated Screening for Abdominal Aortic Aneurysm in CT Scans under Clinical Conditions Using Deep Learning AK Golla, C Tönnes, T Russ, DF Bauer, MF Froelich, SJ Diehl, ... Diagnostics 11 (11), 2131, 2021 | 14 | 2021 |
| 23Na MRI in ischemic stroke: Acquisition time reduction using postprocessing with convolutional neural networks A Adlung, NK Paschke, AK Golla, D Bauer, SA Mohamed, M Samartzi, ... NMR in Biomedicine 34 (4), e4474, 2021 | 12 | 2021 |
| Segmentation of hepatic artery in multi-phase liver CT using directional dilation and connectivity analysis L Wang, AK Schnurr, S Zidowitz, J Georgii, Y Zhao, M Razavi, M Schwier, ... Medical Imaging 2016: Computer-Aided Diagnosis 9785, 97851P, 2016 | 11 | 2016 |
| End-to-End Deep Learning CT Image Reconstruction for Metal Artifact Reduction DF Bauer, C Ulrich, T Russ, AK Golla, LR Schad, FG Zöllner Applied Sciences 12 (1), 404, 2021 | 10 | 2021 |
| An anthropomorphic pelvis phantom for MR‐guided prostate interventions DF Bauer, A Adlung, I Brumer, AK Golla, T Russ, E Oelschlegel, F Tollens, ... Magnetic Resonance in Medicine, 2021 | 7 | 2021 |
| Deterministic Arterial Input Function selection in DCE-MRI for automation of quantitative perfusion calculation of colorectal cancer C Tönnes, S Janssen, AK Golla, T Uhrig, K Chung, LR Schad, FG Zöllner Magnetic Resonance Imaging 75, 116-123, 2021 | 7 | 2021 |
| Comparing sample mining schemes for CNN kidney segmentation in T1w MRI AK Schnurr, C Drees, LR Schad, FG Zoellner 3rd International Symposium on Functional Renal Imaging. Nottingham, UK 156, 2019 | 7 | 2019 |
| Synthesis of CT Images Using CycleGANs: Enhancement of Anatomical Accuracy DF Bauer, AK Schnurr, T Russ, S Goerttler, LR Schad, FG Zoellner, ... International Conference on Medical Imaging with Deep Learning--Extended …, 2019 | 6 | 2019 |
| Lesion probability mapping in MS patients using a regression network on MR Fingerprinting I Hermann, AK Golla, E Martínez, R Schmidt, E Solana, S Llufriu, J Gass, ... | 4 | 2021 |
| Deep Voxel-Guided Morphometry (VGM): Learning Regional Brain Changes in Serial MRI AK Schnurr, P Eisele, C Rossmanith, S Hoffmann, J Gregori, ... Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro …, 2020 | 4 | 2020 |
| Sparsely Connected Convolutional Layers in CNNs for Liver Segmentation in CT AK Schnurr, LR Schad, FG Zöllner Bildverarbeitung für die Medizin 2019, 80-85, 2019 | 4 | 2019 |
| Cervical spine fracture detection in computed tomography using convolutional neural networks A Golla, C Lorenz, C Buerger, T Lossau, T Klinder, S Mutze, H Arndt, ... Physics in Medicine and Biology, 2023 | 3 | 2023 |
| Development of an abdominal phantom for the validation of an oligometastatic disease diagnosis workflow DF Bauer, J Rosenkranz, AK Golla, C Tönnes, I Hermann, T Russ, ... Medical Physics 49 (7), 4445-4454, 2022 | 3 | 2022 |
| Fast reconstruction of non-circular cbct orbits using cnns T Russ, W Wang, AK Golla, DF Bauer, M Tivnan, C Tönnes, YQ Ma, ... 16th International Meeting on Fully Three-Dimensional Image Reconstruction …, 2021 | 3 | 2021 |
