Dimitris Karkalousos

Research output

Research output per year 2021 2021 2022 2023

• 3 Article
• 2 Conference contribution
• 1 Review article

Research output per year

Research output per year

Search results

• 2023

  MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis

  Karkalousos, D., Išgum, I., Marquering, H. A. & Caan, M. W. A., 2023, Medical Imaging with Deep Learning 2023, MIDL 2023. Oguz, I., Noble, J., Li, X., Styner, M., Baumgartner, C., Rusu, M., Heinmann, T., Kontos, D., Landman, B. & Dawant, B. (eds.). ML Research Press, Vol. 227. p. 991-1005 (Proceedings of Machine Learning Research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2021

  Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge

  Johnson, P. M., Jeong, G., Hammernik, K., Schlemper, J., Qin, C., Duan, J., Rueckert, D., Lee, J., Pezzotti, N., de Weerdt, E., Yousefi, S., Elmahdy, M. S., van Gemert, J. H. F., Schülke, C., Doneva, M., Nielsen, T., Kastryulin, S., Lelieveldt, B. P. F., van Osch, M. J. P., Staring, M., & 21 othersChen, E. Z., Wang, P., Chen, X., Chen, T., Patel, V. M., Sun, S., Shin, H., Jun, Y., Eo, T., Kim, S., Kim, T., Hwang, D., Putzky, P., Karkalousos, D., Teuwen, J., Miriakov, N., Bakker, B., Caan, M., Welling, M., Muckley, M. J. & Knoll, F., 2021, Machine Learning for Medical Image Reconstruction - 4th International Workshop, MLMIR 2021, Held in Conjunction with MICCAI 2021, Proceedings. Haq, N., Johnson, P., Maier, A., Würfl, T. & Yoo, J. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 12964 LNCS. p. 25-34 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12964 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)