Johanna Grigo

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

Yixing Huang, Ahmed M. Gomaa, Sabine Semrau et al. · Frontiers in Oncology · 2023 · 111 citations · Full text

Medicine, Medical Education, Radiation Oncology +9

The Segment Anything foundation model achieves favorable brain tumor auto-segmentation accuracy in MRI to support radiotherapy treatment planning

Florian Putz, Sogand Beirami, Manuel Schmidt et al. · Strahlentherapie und Onkologie · 2024 · 30 citations · Full text

Medicine, Radiation Oncology, Radiology +16

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

Siti Masitho, Juliane Szkitsak, Johanna Grigo et al. · Physics and Imaging in Radiation Oncology · 2022 · 19 citations · Full text

Medicine, Radiation Oncology, Radiology +14

Deep learning–based quantitative susceptibility mapping (QSM) in the presence of fat using synthetically generated multi‐echo phase training data

Jannis Hanspach, Steffen Bollmann, Johanna Grigo et al. · Magnetic Resonance in Medicine · 2022 · 18 citations · Full text

Medicine, Biomedical Engineering, Radiology +15

Quality requirements for MRI simulation in cranial stereotactic radiotherapy: a guideline from the German Taskforce “Imaging in Stereotactic Radiotherapy”

Florian Putz, Michael Bock, Daniela Schmitt et al. · Strahlentherapie und Onkologie · 2024 · 18 citations · Full text

Medicine, Radiation Oncology, Radiology +17