Johanna Grigo

Department of Radiation Oncology

“sCT-Feasibility” - a feasibility study for deep learning-based MRI-only brain radiotherapy (2024) Grigo J, Szkitsak J, Höfler D, Fietkau R, Putz F, Bert C Journal article The Segment Anything foundation model achieves favorable brain tumor auto-segmentation accuracy in MRI to support radiotherapy treatment planning (2024) Putz F, Beirami S, Schmidt M, May M, Grigo J, Weissmann T, Schubert P, et al. Journal article, Original article End-to-end testing for stereotactic radiotherapy including the development of a MULTI-MODALITY phantom (2024) Shariff M, Grigo J, Masitho S, Brandt T, Weiß A, Lambrecht U, Stillkrieg W, et al. Journal article, Original article Toward a deep learning-based magnetic resonance imaging only workflow for postimplant dosimetry in I-125 seed brachytherapy for prostate cancer (2024) Grigo J, Karius A, Hanspach J, Mücke L, Laun FB, Huang Y, Strnad V, et al. Journal article, Original article Quality requirements for MRI simulation in cranial stereotactic radiotherapy: a guideline from the German Taskforce “Imaging in Stereotactic Radiotherapy” (2024) Putz F, Bock M, Schmitt D, Bert C, Blanck O, Ruge MI, Hattingen E, et al. Journal article, Review article Benchmarking ChatGPT-4 on a radiation oncology in-training exam and Red Journal Gray Zone cases: potentials and challenges for AI-assisted medical education and decision making in radiation oncology (2023) Huang Y, Gomaa A, Semrau S, Haderlein M, Lettmaier S, Weissmann T, Grigo J, et al. Journal article, Original article Deep Learning-assisted delineation of brain metastases: a workflow focusing on AI-expert interaction (2023) Putz F, Szkitsak J, Grigo J, Masitho S, Weissmann T, Frey B, Gaipl U, et al. Conference contribution, Conference Contribution Synthetic CTs for MRI-only brain RT treatment: integration of immobilization systems (2023) Masitho S, Grigo J, Brandt T, Lambrecht U, Szkitsak J, Weiß A, Fietkau R, et al. Journal article Usability of magnetic resonance images acquired at a novel low-field 0.55 T scanner for brain radiotherapy treatment planning (2023) Grigo J, Masitho S, Fautz HP, Voigt R, Schonath M, Oleszczuk A, Uder M, et al. Journal article Feasibility of artificial-intelligence-based synthetic computed tomography in a magnetic resonance-only radiotherapy workflow for brain radiotherapy: Two-way dose validation and 2D/2D kV-image-based positioning (2022) Masitho S, Szkitsak J, Grigo J, Fietkau R, Putz F, Bert C Journal article