Informatics 32 - Chair of Computational Imaging and AI in Medicine

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TUINI32TUMonline:51857 2021-04-01 mediaTUM:1625515

Collaborations and top research areas from the last five years

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  • Diffusion Models for Unsupervised Anomaly Detection in Fetal Brain Ultrasound

    Mykula, H., Gasser, L., Lobmaier, S., Schnabel, J. A., Zimmer, V. & Bercea, C. I., 2025, Simplifying Medical Ultrasound - 5th International Workshop, ASMUS 2024, Held in Conjunction with MICCAI 2024, Proceedings. Gomez, A., Khanal, B., King, A. & Namburete, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 220-230 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15186 LNCS).

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

  • Learning to Match 2D Keypoints Across Preoperative MR and Intraoperative Ultrasound

    Rasheed, H., Dorent, R., Fehrentz, M., Kapur, T., Wells, W. M., Golby, A., Frisken, S., Schnabel, J. A. & Haouchine, N., 2025, Simplifying Medical Ultrasound - 5th International Workshop, ASMUS 2024, Held in Conjunction with MICCAI 2024, Proceedings. Gomez, A., Khanal, B., King, A. & Namburete, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 78-87 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15186 LNCS).

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

  • MedEdit: Counterfactual Diffusion-Based Image Editing on Brain MRI

    Alaya, M. B., Lang, D. M., Wiestler, B., Schnabel, J. A. & Bercea, C. I., 2025, Simulation and Synthesis in Medical Imaging - 9th International Workshop, SASHIMI 2024, Held in Conjunction with MICCAI 2024, Proceedings. Fernandez, V., Wolterink, J. M., Wiesner, D., Remedios, S., Zuo, L. & Casamitjana, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 167-176 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15187 LNCS).

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

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