MReye-Seg: development and validation of an automated MRI pipeline for standardised ocular and orbital morphometrics
This pipeline ( https://github.com/Eulenburg-LMU/MReye-Seg ) enables objective, standardised and comprehensive quantification of ophthalmic morphometrics, including total optic nerve sheath volume and posterior globe deformations as potential surrogates for raised intracranial pressure. By minimising measurement variability and processing time, MReye-Seg supports eye researchers and ophthalmologists in achieving diagnostic precision for ocular and retroorbital conditions.
Authors
- Ekaterina Pechenkova (ORCID: https://orcid.org/0000-0003-3409-3703)
- Seyed‐Ahmad Ahmadi (ORCID: https://orcid.org/0000-0002-7082-0739)
- Peter zu Eulenburg (ORCID: https://orcid.org/0000-0002-3729-4570)
- Alexandra Ryabova
- Ben Jeurissen (ORCID: https://orcid.org/0000-0002-3488-9819)
- Steven Jillings (ORCID: https://orcid.org/0000-0001-7298-8925)
- Angelique Van Ombergen (ORCID: https://orcid.org/0000-0002-3977-4279)
- Elena Tomilovskaya (ORCID: https://orcid.org/0000-0002-9030-6876)
- Ilya Rukavishnikov (ORCID: https://orcid.org/0000-0003-1003-9219)
- Inna Nosikova (ORCID: https://orcid.org/0000-0001-6447-9610)
- Floris L. Wuyts (ORCID: https://orcid.org/0000-0002-4485-6412)
- Ge Tang (ORCID: https://orcid.org/0009-0005-4567-0512)
- Theresa Velten
- Marina Gripshi
- Viktor Petrovichev
Institutions
- National Research University Higher School of Economics (RU)
- University of Antwerp (BE)
- European Space Agency (FR)
- LMU Klinikum (DE)
- Antwerp Management School (BE)
- Institute of Biomedical Problems (RU)
- German Center for Lung Research (DE)
- European Space Research and Technology Centre (NL)
- Ludwig-Maximilians-Universität München (DE)
Publication Details
- Journal
- Eye
- Published
- 2025-10-14
- DOI
- https://doi.org/10.1038/s41433-025-04044-1
- Citations
- 2
- Primary Topic
- Ophthalmology and Eye Disorders
- Type
- article
- Field-Weighted Citation Impact
- 2.94
Funders
- European Space Agency
- Bundesministerium für Wirtschaft und Technologie
- Fonds Wetenschappelijk Onderzoek
- Vlaamse regering