Publications

2024

• Oghbaie M., Araújo T., Schmidt-Erfurth U., Bogunović H.
  VLFATRollout: Fully Transformer-Based Classifier for Retinal OCT Volumes.
  Computerized Medical Imaging and Graphics 118:102452, (2024) [bib]
  

  
  @ARTICLE{oghbaie2024vftc102452,
    author = {Oghbaie, M.~ and Araújo, T.~ and Schmidt-Erfurth, U.~ and Bogunović, H.~},
    title = {VLFATRollout: Fully Transformer-Based Classifier for Retinal OCT Volumes.},
    journal = {Computerized Medical Imaging and Graphics},
    year = {2024},
    volume = {118},
    pages = {102452},
    issn = {1879-0771 0895-6111},
    doi = {10.1016/j.compmedimag.2024.102452},
    keywords = {Optical coherence tomography;3D volume classification;Explainability;Transformers}
  }

• Rivail A., Araújo T., Schmidt-Erfurth U., Bogunovic H.
  Pretraining of 3D Image Segmentation Models for Retinal OCT Using Denoising-Based Self-Supervised Learning.
  Biomedical Optics Express 15(9), 5025–5040, (2024) [bib]
  

  
  @ARTICLE{rivail2024p3is50255040,
    author = {Rivail, A.~ and Araújo, T.~ and Schmidt-Erfurth, U.~ and Bogunovic, H.~},
    title = {Pretraining of 3D Image Segmentation Models for Retinal OCT Using Denoising-Based Self-Supervised Learning.},
    journal = {Biomedical Optics Express},
    year = {2024},
    volume = {15},
    number = {9},
    pages = {5025--5040},
    issn = {2156-7085},
    doi = {10.1364/BOE.524603}
  }

• Aresta G., Araujo T., Reiter G.S., Mai J., Riedl S., Grechenig C., Guymer R.H., Wu Z., Schmidt-Erfurth U., Bogunovic H.
  Deep Neural Networks for Automated Outer Plexiform Layer Subsidence Detection on Retinal OCT of Patients with Intermediate AMD.
  Translational Vision Science and Technology 13(6):7, (2024) [bib]
  

  
  @ARTICLE{aresta2024dnna7,
    author = {Aresta, G.~ and Araujo, T.~ and Reiter, G.S.~ and Mai, J.~ and Riedl, S.~ and Grechenig, C.~ and Guymer, R.H.~ and Wu, Z.~ and Schmidt-Erfurth, U.~ and Bogunovic, H.~},
    title = {Deep Neural Networks for Automated Outer Plexiform Layer Subsidence Detection on Retinal OCT of Patients with Intermediate AMD.},
    journal = {Translational Vision Science and Technology},
    year = {2024},
    volume = {13},
    number = {6},
    pages = {7},
    doi = {10.1167/tvst.13.6.7},
    url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85196248418\&doi=10.1167%2ftvst.13.6.7\&partnerID=40\&md5=c32cef4d49efd8e76b5acef05514e772}
  }