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Deep Learning for Automatic Bone Marrow Apparent Diffusion Coefficient Measurements From Whole-Body Magnetic Resonance Imaging in Patients With Multiple Myeloma: A Retrospective Multicenter Study.
Wennmann M, Neher P, Stanczyk N, Kahl KC, Kächele J, Weru V, Hielscher T, Grözinger M, Chmelik J, Zhang KS, Bauer F, Nonnenmacher T, Debic M, Sauer S, Rotkopf LT, Jauch A, Schlamp K, Mai EK, Weinhold N, Afat S, Horger M, Goldschmidt H, Schlemmer HP, Weber TF, Delorme S, Kurz FT, Maier-Hein K. Wennmann M, et al. Among authors: neher p. Invest Radiol. 2023 Apr 1;58(4):273-282. doi: 10.1097/RLI.0000000000000932. Epub 2022 Oct 3. Invest Radiol. 2023. PMID: 36256790
Fiber tractography using machine learning.
Neher PF, Côté MA, Houde JC, Descoteaux M, Maier-Hein KH. Neher PF, et al. Neuroimage. 2017 Sep;158:417-429. doi: 10.1016/j.neuroimage.2017.07.028. Epub 2017 Jul 15. Neuroimage. 2017. PMID: 28716716
TractSeg - Fast and accurate white matter tract segmentation.
Wasserthal J, Neher P, Maier-Hein KH. Wasserthal J, et al. Among authors: neher p. Neuroimage. 2018 Dec;183:239-253. doi: 10.1016/j.neuroimage.2018.07.070. Epub 2018 Aug 4. Neuroimage. 2018. PMID: 30086412 Free article.
Multiparametric mapping of white matter microstructure in catatonia.
Wasserthal J, Maier-Hein KH, Neher PF, Northoff G, Kubera KM, Fritze S, Harneit A, Geiger LS, Tost H, Wolf RC, Hirjak D. Wasserthal J, et al. Neuropsychopharmacology. 2020 Sep;45(10):1750-1757. doi: 10.1038/s41386-020-0691-2. Epub 2020 May 5. Neuropsychopharmacology. 2020. PMID: 32369829 Free PMC article.
Combining Deep Learning and Radiomics for Automated, Objective, Comprehensive Bone Marrow Characterization From Whole-Body MRI: A Multicentric Feasibility Study.
Wennmann M, Klein A, Bauer F, Chmelik J, Grözinger M, Uhlenbrock C, Lochner J, Nonnenmacher T, Rotkopf LT, Sauer S, Hielscher T, Götz M, Floca RO, Neher P, Bonekamp D, Hillengass J, Kleesiek J, Weinhold N, Weber TF, Goldschmidt H, Delorme S, Maier-Hein K, Schlemmer HP. Wennmann M, et al. Among authors: neher p. Invest Radiol. 2022 Nov 1;57(11):752-763. doi: 10.1097/RLI.0000000000000891. Epub 2022 May 27. Invest Radiol. 2022. PMID: 35640004
34 results