cOOpD: Reformulating COPD Classification on Chest CT Scans as Anomaly Detection Using Contrastive Representations

Silvia Dias Almeida, Carsten T. Lüth, Tobias Norajitra, Tassilo Wald, Marco Nolden, Paul F. Jäger, Claus Peter Heussel, Jürgen Biederer, Oliver Weinheimer, Klaus H. Maier-Hein. cOOpD: Reformulating COPD Classification on Chest CT Scans as Anomaly Detection Using Contrastive Representations. In Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan 0001, Tanveer F. Syeda-Mahmood, Russell H. Taylor, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part V. Volume 14224 of Lecture Notes in Computer Science, pages 33-43, Springer, 2023. [doi]

@inproceedings{AlmeidaLNWNJHBWM23,
  title = {cOOpD: Reformulating COPD Classification on Chest CT Scans as Anomaly Detection Using Contrastive Representations},
  author = {Silvia Dias Almeida and Carsten T. Lüth and Tobias Norajitra and Tassilo Wald and Marco Nolden and Paul F. Jäger and Claus Peter Heussel and Jürgen Biederer and Oliver Weinheimer and Klaus H. Maier-Hein},
  year = {2023},
  doi = {10.1007/978-3-031-43904-9_4},
  url = {https://doi.org/10.1007/978-3-031-43904-9_4},
  researchr = {https://researchr.org/publication/AlmeidaLNWNJHBWM23},
  cites = {0},
  citedby = {0},
  pages = {33-43},
  booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part V},
  editor = {Hayit Greenspan and Anant Madabhushi and Parvin Mousavi and Septimiu Salcudean and James Duncan 0001 and Tanveer F. Syeda-Mahmood and Russell H. Taylor},
  volume = {14224},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-43904-9},
}