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Learning residual motion correction for fast and robust 3D multiparametric MRI.
Pirkl CM, Cencini M, Kurzawski JW, Waldmannstetter D, Li H, Sekuboyina A, Endt S, Peretti L, Donatelli G, Pasquariello R, Costagli M, Buonincontri G, Tosetti M, Menzel MI, Menze BH. Pirkl CM, et al. Among authors: waldmannstetter d. Med Image Anal. 2022 Apr;77:102387. doi: 10.1016/j.media.2022.102387. Epub 2022 Feb 7. Med Image Anal. 2022. PMID: 35180675 Free article.
Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling.
Ezhov I, Scibilia K, Franitza K, Steinbauer F, Shit S, Zimmer L, Lipkova J, Kofler F, Paetzold JC, Canalini L, Waldmannstetter D, Menten MJ, Metz M, Wiestler B, Menze B. Ezhov I, et al. Among authors: waldmannstetter d. Med Image Anal. 2023 Jan;83:102672. doi: 10.1016/j.media.2022.102672. Epub 2022 Nov 5. Med Image Anal. 2023. PMID: 36395623
Quantitative evaluation of the influence of multiple MRI sequences and of pathological tissues on the registration of longitudinal data acquired during brain tumor treatment.
Canalini L, Klein J, Waldmannstetter D, Kofler F, Cerri S, Hering A, Heldmann S, Schlaeger S, Menze BH, Wiestler B, Kirschke J, Hahn HK. Canalini L, et al. Among authors: waldmannstetter d. Front Neuroimaging. 2022 Sep 20;1:977491. doi: 10.3389/fnimg.2022.977491. eCollection 2022. Front Neuroimaging. 2022. PMID: 37555157 Free PMC article.
Toward image-based personalization of glioblastoma therapy: A clinical and biological validation study of a novel, deep learning-driven tumor growth model.
Metz MC, Ezhov I, Peeken JC, Buchner JA, Lipkova J, Kofler F, Waldmannstetter D, Delbridge C, Diehl C, Bernhardt D, Schmidt-Graf F, Gempt J, Combs SE, Zimmer C, Menze B, Wiestler B. Metz MC, et al. Among authors: waldmannstetter d. Neurooncol Adv. 2023 Dec 27;6(1):vdad171. doi: 10.1093/noajnl/vdad171. eCollection 2024 Jan-Dec. Neurooncol Adv. 2023. PMID: 38435962 Free PMC article.
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA.
Yang K, Musio F, Ma Y, Juchler N, Paetzold JC, Al-Maskari R, Höher L, Li HB, Hamamci IE, Sekuboyina A, Shit S, Huang H, Prabhakar C, de la Rosa E, Waldmannstetter D, Kofler F, Navarro F, Menten M, Ezhov I, Rueckert D, Vos I, Ruigrok Y, Velthuis B, Kuijf H, Hämmerli J, Wurster C, Bijlenga P, Westphal L, Bisschop J, Colombo E, Baazaoui H, Makmur A, Hallinan J, Wiestler B, Kirschke JS, Wiest R, Montagnon E, Letourneau-Guillon L, Galdran A, Galati F, Falcetta D, Zuluaga MA, Lin C, Zhao H, Zhang Z, Ra S, Hwang J, Park H, Chen J, Wodzinski M, Müller H, Shi P, Liu W, Ma T, Yalçin C, Hamadache RE, Salvi J, Llado X, Lal-Trehan Estrada UM, Abramova V, Giancardo L, Oliver A, Liu J, Huang H, Cui Y, Lin Z, Liu Y, Zhu S, Patel TR, Tutino VM, Orouskhani M, Wang H, Mossa-Basha M, Zhu C, Rokuss MR, Kirchhoff Y, Disch N, Holzschuh J, Isensee F, Maier-Hein K, Sato Y, Hirsch S, Wegener S, Menze B. Yang K, et al. Among authors: waldmannstetter d. ArXiv [Preprint]. 2024 Apr 29:arXiv:2312.17670v3. ArXiv. 2024. PMID: 38235066 Free PMC article. Preprint.