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Mark Mühlau

Apl. Prof. Dr.med.

 https://orcid.org/0000-0002-9545-2709
20032024

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  • 2023

    Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images

    Prabhakar, C., Li, H. B., Paetzold, J. C., Loehr, T., Niu, C., Mühlau, M., Rueckert, D., Wiestler, B. & Menze, B., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 226-236 11 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14227 LNCS).

    Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

    Open Access
    2 Zitate (Scopus)

  • Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations

    McGinnis, J., Shit, S., Li, H. B., Sideri-Lampretsa, V., Graf, R., Dannecker, M., Pan, J., Stolt-Ansó, N., Mühlau, M., Kirschke, J. S., Rueckert, D. & Wiestler, B., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 173-183 11 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14227 LNCS).

    Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

    Open Access
    2 Zitate (Scopus)
  • 2022

    Accurate and Explainable Image-Based Prediction Using a Lightweight Generative Model

    Mauri, C., Cerri, S., Puonti, O., Mühlau, M. & Van Leemput, K., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 448-458 11 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 13438 LNCS).

    Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

    Open Access
  • 2020

    A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis

    Cerri, S., Hoopes, A., Greve, D. N., Mühlau, M. & Van Leemput, K., 2020, Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology - 3rd International Workshop, MLCN 2020, and Second International Workshop, RNO-AI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Kia, S. M., Mohy-ud-Din, H., Abdulkadir, A., Bass, C., Habes, M., Rondina, J. M., Tax, C., Wang, H., Wolfers, T., Rathore, S. & Ingalhalikar, M. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 119-128 10 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 12449 LNCS).

    Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

    Open Access
    6 Zitate (Scopus)