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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: heldmann s. Front Neuroimaging. 2022 Sep 20;1:977491. doi: 10.3389/fnimg.2022.977491. eCollection 2022. Front Neuroimaging. 2022. PMID: 37555157 Free PMC article.
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning.
Hering A, Hansen L, Mok TCW, Chung ACS, Siebert H, Hager S, Lange A, Kuckertz S, Heldmann S, Shao W, Vesal S, Rusu M, Sonn G, Estienne T, Vakalopoulou M, Han L, Huang Y, Yap PT, Brudfors M, Balbastre Y, Joutard S, Modat M, Lifshitz G, Raviv D, Lv J, Li Q, Jaouen V, Visvikis D, Fourcade C, Rubeaux M, Pan W, Xu Z, Jian B, De Benetti F, Wodzinski M, Gunnarsson N, Sjolund J, Grzech D, Qiu H, Li Z, Thorley A, Duan J, Grosbrohmer C, Hoopes A, Reinertsen I, Xiao Y, Landman B, Huo Y, Murphy K, Lessmann N, van Ginneken B, Dalca AV, Heinrich MP. Hering A, et al. Among authors: heldmann s. IEEE Trans Med Imaging. 2023 Mar;42(3):697-712. doi: 10.1109/TMI.2022.3213983. Epub 2023 Mar 2. IEEE Trans Med Imaging. 2023. PMID: 36264729
CNN-based lung CT registration with multiple anatomical constraints.
Hering A, Häger S, Moltz J, Lessmann N, Heldmann S, van Ginneken B. Hering A, et al. Among authors: heldmann s. Med Image Anal. 2021 Aug;72:102139. doi: 10.1016/j.media.2021.102139. Epub 2021 Jun 22. Med Image Anal. 2021. PMID: 34216959 Free PMC article.
27 results