Latent space manipulation for high-resolution medical image synthesis via the StyleGAN L Fetty, M Bylund, P Kuess, G Heilemann, T Nyholm, D Georg, T Löfstedt Zeitschrift für Medizinische Physik 30 (4), 305-314, 2020 | 80 | 2020 |
Investigating conditional GAN performance with different generator architectures, an ensemble model, and different MR scanners for MR-sCT conversion L Fetty, T Löfstedt, G Heilemann, H Furtado, N Nesvacil, T Nyholm, ... Physics in Medicine & Biology 65 (10), 105004, 2020 | 39 | 2020 |
dose prediction for radiation therapy using feature‐based losses and one cycle learning L Zimmermann, E Faustmann, C Ramsl, D Georg, G Heilemann Medical physics 48 (9), 5562-5566, 2021 | 32 | 2021 |
OpenKBP-Opt: an international and reproducible evaluation of 76 knowledge-based planning pipelines A Babier, R Mahmood, B Zhang, VGL Alves, AM Barragán-Montero, ... Physics in Medicine & Biology 67 (18), 185012, 2022 | 24 | 2022 |
Characterization of EBT3 radiochromic films for dosimetry of proton beams in the presence of magnetic fields F Padilla‐Cabal, P Kuess, D Georg, H Palmans, L Fetty, H Fuchs Medical Physics 46 (7), 3278-3284, 2019 | 22 | 2019 |
An MRI sequence independent convolutional neural network for synthetic head CT generation in proton therapy L Zimmermann, B Knäusl, M Stock, C Lütgendorf-Caucig, D Georg, ... Zeitschrift für Medizinische Physik 32 (2), 218-227, 2022 | 21 | 2022 |
MR‐guided proton therapy: impact of magnetic fields on the detector response H Fuchs, F Padilla‐Cabal, L Zimmermann, H Palmans, D Georg Medical Physics 48 (5), 2572-2579, 2021 | 21 | 2021 |
(R)-[18F] NEBIFQUINIDE: A promising new PET tracer for TSPO imaging N Berroterán-Infante, T Kalina, L Fetty, V Janisch, R Velasco, C Vraka, ... European Journal of Medicinal Chemistry 176, 410-418, 2019 | 19 | 2019 |
Treatment plan optimization and robustness of 106Ru eye plaque brachytherapy using a novel software tool G Heilemann, L Fetty, M Dulovits, M Blaickner, N Nesvacil, D Georg, ... Radiotherapy and Oncology 123 (1), 119-124, 2017 | 16 | 2017 |
Generating deliverable DICOM RT treatment plans for prostate VMAT by predicting MLC motion sequences with an encoder‐decoder network G Heilemann, L Zimmermann, R Schotola, W Lechner, M Peer, J Widder, ... Medical Physics 50 (8), 5088-5094, 2023 | 14 | 2023 |
Can Generative Adversarial Networks help to overcome the limited data problem in segmentation? G Heilemann, M Matthewman, P Kuess, G Goldner, J Widder, D Georg, ... Zeitschrift für Medizinische Physik 32 (3), 361-368, 2022 | 12 | 2022 |
Cone beam CT based validation of neural network generated synthetic CTs for radiotherapy in the head region S Irmak, L Zimmermann, D Georg, P Kuess, W Lechner Medical Physics 48 (8), 4560-4571, 2021 | 12 | 2021 |
An MR-only acquisition and artificial intelligence based image-processing protocol for photon and proton therapy using a low field MR L Zimmermann, M Buschmann, H Herrmann, G Heilemann, P Kuess, ... Zeitschrift für Medizinische Physik 31 (1), 78-88, 2021 | 11 | 2021 |
Retina dose as a predictor for visual acuity loss in 106Ru eye plaque brachytherapy of uveal melanomas G Heilemann, L Fetty, M Blaickner, N Nesvacil, M Zehetmayer, D Georg, ... Radiotherapy and Oncology 127 (3), 379-384, 2018 | 10 | 2018 |
Neural network-assisted automated image registration for MRI-guided adaptive brachytherapy in cervical cancer S Ecker, L Zimmermann, G Heilemann, Y Niatsetski, M Schmid, ... Zeitschrift für Medizinische Physik 32 (4), 488-499, 2022 | 9 | 2022 |
Possibilities and challenges when using synthetic computed tomography in an adaptive carbon-ion treatment workflow B Knäusl, P Kuess, M Stock, D Georg, P Fossati, P Georg, L Zimmermann Zeitschrift für Medizinische Physik 33 (2), 146-154, 2023 | 7 | 2023 |
SNAPshots of the MCHR1: a Comparison Between the PET-Tracers [18F]FE@SNAP and [11C]SNAP-7941 C Philippe, M Zeilinger, M Dumanic, F Pichler, L Fetty, C Vraka, T Balber, ... Molecular Imaging and Biology 21, 257-268, 2019 | 5 | 2019 |
Evaluation of a novel CBCT conversion method implemented in a treatment planning system W Lechner, D Kanalas, S Haupt, L Zimmermann, D Georg Radiation Oncology 18 (1), 191, 2023 | 2 | 2023 |
Efficient full Monte Carlo modelling and multi-energy generative model development of an advanced X-ray device H Fuchs, L Zimmermann, N Reisz, M Zeilinger, A Ableitinger, D Georg, ... Zeitschrift für Medizinische Physik 33 (2), 135-145, 2023 | 2 | 2023 |
Investigating the Potential of Generative Adversarial Networks (GANs) for Autosegmentation in Radiation Oncology G Heilemann, L Zimmermann, M Matthewman Ph. D. Thesis, 2021 | 1 | 2021 |