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Page 1
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: nonnenmacher t. Invest Radiol. 2023 Apr 1;58(4):273-282. doi: 10.1097/RLI.0000000000000932. Epub 2022 Oct 3. Invest Radiol. 2023. PMID: 36256790
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: nonnenmacher t. Invest Radiol. 2022 Nov 1;57(11):752-763. doi: 10.1097/RLI.0000000000000891. Epub 2022 May 27. Invest Radiol. 2022. PMID: 35640004
In Vivo Repeatability and Multiscanner Reproducibility of MRI Radiomics Features in Patients With Monoclonal Plasma Cell Disorders: A Prospective Bi-institutional Study.
Wennmann M, Bauer F, Klein A, Chmelik J, Grözinger M, Rotkopf LT, Neher P, Gnirs R, Kurz FT, Nonnenmacher T, Sauer S, Weinhold N, Goldschmidt H, Kleesiek J, Bonekamp D, Weber TF, Delorme S, Maier-Hein K, Schlemmer HP, Götz M. Wennmann M, et al. Among authors: nonnenmacher t. Invest Radiol. 2023 Apr 1;58(4):253-264. doi: 10.1097/RLI.0000000000000927. Epub 2022 Sep 16. Invest Radiol. 2023. PMID: 36165988
AI-Supported Comprehensive Detection and Quantification of Biomarkers of Subclinical Widespread Diseases at Chest CT for Preventive Medicine.
Palm V, Norajitra T, von Stackelberg O, Heussel CP, Skornitzke S, Weinheimer O, Kopytova T, Klein A, Almeida SD, Baumgartner M, Bounias D, Scherer J, Kades K, Gao H, Jäger P, Nolden M, Tong E, Eckl K, Nattenmüller J, Nonnenmacher T, Naas O, Reuter J, Bischoff A, Kroschke J, Rengier F, Schlamp K, Debic M, Kauczor HU, Maier-Hein K, Wielpütz MO. Palm V, et al. Among authors: nonnenmacher t. Healthcare (Basel). 2022 Oct 29;10(11):2166. doi: 10.3390/healthcare10112166. Healthcare (Basel). 2022. PMID: 36360507 Free PMC article.
Test-retest, inter- and intra-rater reproducibility of size measurements of focal bone marrow lesions in MRI in patients with multiple myeloma.
Wennmann M, Grözinger M, Weru V, Hielscher T, Rotkopf LT, Bauer F, Gnirs R, Nonnenmacher T, Sauer S, Goldschmidt H, Weinhold N, Bonekamp D, Weber TF, Schlemmer HP, Delorme S. Wennmann M, et al. Among authors: nonnenmacher t. Br J Radiol. 2023 Apr 1;96(1145):20220745. doi: 10.1259/bjr.20220745. Epub 2023 Apr 12. Br J Radiol. 2023. PMID: 37001052 Free PMC article.
Analysis of volume and topography of adipose tissue in the trunk: Results of MRI of 11,141 participants in the German National Cohort.
Haueise T, Schick F, Stefan N, Schlett CL, Weiss JB, Nattenmüller J, Göbel-Guéniot K, Norajitra T, Nonnenmacher T, Kauczor HU, Maier-Hein KH, Niendorf T, Pischon T, Jöckel KH, Umutlu L, Peters A, Rospleszcz S, Kröncke T, Hosten N, Völzke H, Krist L, Willich SN, Bamberg F, Machann J. Haueise T, et al. Among authors: nonnenmacher t. Sci Adv. 2023 May 12;9(19):eadd0433. doi: 10.1126/sciadv.add0433. Epub 2023 May 12. Sci Adv. 2023. PMID: 37172093 Free PMC article.
Prediction of Bone Marrow Biopsy Results From MRI in Multiple Myeloma Patients Using Deep Learning and Radiomics.
Wennmann M, Ming W, Bauer F, Chmelik J, Klein A, Uhlenbrock C, Grözinger M, Kahl KC, Nonnenmacher T, Debic M, Hielscher T, Thierjung H, Rotkopf LT, Stanczyk N, Sauer S, Jauch A, Götz M, Kurz FT, Schlamp K, Horger M, Afat S, Besemer B, Hoffmann M, Hoffend J, Kraemer D, Graeven U, Ringelstein A, Bonekamp D, Kleesiek J, Floca RO, Hillengass J, Mai EK, Weinhold N, Weber TF, Goldschmidt H, Schlemmer HP, Maier-Hein K, Delorme S, Neher P. Wennmann M, et al. Among authors: nonnenmacher t. Invest Radiol. 2023 Oct 1;58(10):754-765. doi: 10.1097/RLI.0000000000000986. Epub 2023 May 22. Invest Radiol. 2023. PMID: 37222527
Identification of radiomic biomarkers in a set of four skeletal muscle groups on Dixon MRI of the NAKO MR study.
Fischer M, Küstner T, Pappa S, Niendorf T, Pischon T, Kröncke T, Bette S, Schramm S, Schmidt B, Haubold J, Nensa F, Nonnenmacher T, Palm V, Bamberg F, Kiefer L, Schick F, Yang B. Fischer M, et al. Among authors: nonnenmacher t. BMC Med Imaging. 2023 Aug 8;23(1):104. doi: 10.1186/s12880-023-01056-9. BMC Med Imaging. 2023. PMID: 37553619 Free PMC article.
Changes in Bone Marrow Fat upon Dietary-Induced Weight Loss.
Spurny M, Jiang Y, Sowah SA, Schübel R, Nonnenmacher T, Bertheau R, Kirsten R, Johnson T, Hillengass J, Schlett CL, von Stackelberg O, Ulrich CM, Kaaks R, Kauczor HU, Kühn T, Nattenmüller J. Spurny M, et al. Among authors: nonnenmacher t. Nutrients. 2020 May 22;12(5):1509. doi: 10.3390/nu12051509. Nutrients. 2020. PMID: 32455947 Free PMC article. Clinical Trial.
Changes in aortic diameter induced by weight loss: The HELENA trial- whole-body MR imaging in a dietary intervention trial.
Stoll S, Sowah SA, Fink MA, Nonnenmacher T, Graf ME, Johnson T, Schlett CL, von Stackelberg O, Kirsten R, Bamberg F, Keller J, Ulrich CM, Kaaks R, Kauczor HU, Rengier F, Kühn T, Nattenmüller J. Stoll S, et al. Among authors: nonnenmacher t. Front Physiol. 2022 Sep 20;13:976949. doi: 10.3389/fphys.2022.976949. eCollection 2022. Front Physiol. 2022. PMID: 36203934 Free PMC article.
37 results