Deep Learning-Based Multiple Sclerosis Lesion Segmentation at 7 Tesla: Comparison of Single- and Multi-Contrast MRI Inputs

Anna Petrova, Ivan Petrovic, Marc Berger, Yanniklas Kravutske, Joel Leinkauf, Rebeka Rumbak, Lukas Haider, Eva Niess, Bernhard Strasser, Wolfgang Bogner, Günther Grabner, Gabriel Bsteh, Thomas Berger, Paulus Rommer, Assunta Dal-Bianco, Stanislav Motyka

Open source

DOI
10.3390/jimaging12100510
Published
2026-10-14
Container
Journal of Imaging
Publisher
MDPI AG
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.3390/jimaging12100510,
  title = {Deep Learning-Based Multiple Sclerosis Lesion Segmentation at 7 Tesla: Comparison of Single- and Multi-Contrast MRI Inputs},
  author = {Anna Petrova and Ivan Petrovic and Marc Berger and Yanniklas Kravutske and Joel Leinkauf and Rebeka Rumbak and Lukas Haider and Eva Niess and Bernhard Strasser and Wolfgang Bogner and Günther Grabner and Gabriel Bsteh and Thomas Berger and Paulus Rommer and Assunta Dal-Bianco and Stanislav Motyka},
  year = {2026},
  journal = {Journal of Imaging},
  doi = {10.3390/jimaging12100510},
  url = {https://doi.org/10.3390/jimaging12100510}
}

RIS

TY  - JOUR
TI  - Deep Learning-Based Multiple Sclerosis Lesion Segmentation at 7 Tesla: Comparison of Single- and Multi-Contrast MRI Inputs
AU  - Anna Petrova
AU  - Ivan Petrovic
AU  - Marc Berger
AU  - Yanniklas Kravutske
AU  - Joel Leinkauf
AU  - Rebeka Rumbak
AU  - Lukas Haider
AU  - Eva Niess
AU  - Bernhard Strasser
AU  - Wolfgang Bogner
AU  - Günther Grabner
AU  - Gabriel Bsteh
AU  - Thomas Berger
AU  - Paulus Rommer
AU  - Assunta Dal-Bianco
AU  - Stanislav Motyka
PY  - 2026
JO  - Journal of Imaging
DO  - 10.3390/jimaging12100510
UR  - https://doi.org/10.3390/jimaging12100510
ER  - 

APA

Petrova, A., Petrovic, I., Berger, M., Kravutske, Y., Leinkauf, J., Rumbak, R., Haider, L., Niess, E., Strasser, B., Bogner, W., Grabner, G., Bsteh, G., Berger, T., Rommer, P., Dal-Bianco, A., & Motyka, S. (2026). Deep Learning-Based Multiple Sclerosis Lesion Segmentation at 7 Tesla: Comparison of Single- and Multi-Contrast MRI Inputs. Journal of Imaging. https://doi.org/10.3390/jimaging12100510

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