Code accompanying the paper Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis

Get started in the file deep_learning/mri_model.py to train and test the model on your MRI data.

Citation

In case you would like to reference our work, please use one of the following formats.

Lukas Folle, Sara Bayat, Arnd Kleyer, Filippo Fagni, Lorenz A Kapsner, Maja Schlereth, Timo Meinderink, Katharina Breininger, Koray Tascilar, Gerhard Krönke, Michael Uder, Michael Sticherling, Sebastian Bickelhaupt, Georg Schett, Andreas Maier, Frank Roemer, David Simon, Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis, Rheumatology, 2022, keac197, https://doi.org/10.1093/rheumatology/keac197

Bibtex

@article{10.1093/rheumatology/keac197,
    author = {Folle, Lukas and Bayat, Sara and Kleyer, Arnd and Fagni, Filippo and Kapsner, Lorenz A and Schlereth, Maja and Meinderink, Timo and Breininger, Katharina and Tascilar, Koray and Krönke, Gerhard and Uder, Michael and Sticherling, Michael and Bickelhaupt, Sebastian and Schett, Georg and Maier, Andreas and Roemer, Frank and Simon, David},
    title = "{Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis}",
    journal = {Rheumatology},
    year = {2022},
    month = {03},
    issn = {1462-0324},
    doi = {10.1093/rheumatology/keac197},
    url = {https://doi.org/10.1093/rheumatology/keac197},
    note = {keac197},
    eprint = {https://academic.oup.com/rheumatology/advance-article-pdf/doi/10.1093/rheumatology/keac197/43138495/keac197.pdf},
}

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