Evaluation of CT and MRI Radiomics for an Early Assessment of Diffuse Axonal Injury in Patients with Traumatic Brain Injury Compared to Conventional Radiological Diagnosis
MRI- and CT-based radiomics analysis is feasible for the assessment of DAI. The radiomics classifier achieved equivalent performance rates as visual radiological image diagnosis. Especially a radiomics based CT classifier can be of clinical value as a screening and AI-based decision support tool for patients with TBI.
Authors
- Martin Köcher (ORCID: https://orcid.org/0000-0002-5674-9227)
- Stefan Josef Grau (ORCID: https://orcid.org/0000-0002-9742-527X)
- Roland Goldbrunner (ORCID: https://orcid.org/0000-0002-1927-0022)
- Lenhard Pennig (ORCID: https://orcid.org/0000-0002-6606-9313)
- Marc Schlamann (ORCID: https://orcid.org/0000-0002-7734-611X)
- Robin Gutsche
- Christian Nelles (ORCID: https://orcid.org/0000-0002-7351-7516)
- Christina Hamisch (ORCID: https://orcid.org/0000-0003-2228-1731)
- Philipp Lohmann (ORCID: https://orcid.org/0000-0002-5360-046X)
- Enrico Budzejko
- Anna-Katharina Meißner (ORCID: https://orcid.org/0000-0003-4150-7265)
Institutions
- Forschungszentrum Jülich (DE)
- University Hospital Cologne (DE)
- Klinikum Fulda (DE)
- RWTH Aachen University (DE)
Publication Details
- Journal
- Clinical Neuroradiology
- Published
- 2025-03-07
- DOI
- https://doi.org/10.1007/s00062-025-01507-6
- Citations
- 3
- Primary Topic
- Advanced X-ray and CT Imaging
- Type
- article
- Field-Weighted Citation Impact
- 2.02
Funders
- Universitätsklinikum Köln