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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: weber tf. Invest Radiol. 2023 Apr 1;58(4):273-282. doi: 10.1097/RLI.0000000000000932. Epub 2022 Oct 3. Invest Radiol. 2023. PMID: 36256790
Cystic transformation of focal lesions after therapy is associated with remission but adverse outcome in myeloma.
Merz M, Hielscher T, Mai EK, Seckinger A, Hose D, Jauch A, Sauer S, Luntz S, Bertsch U, Raab MS, Neben K, Salwender H, Blau IW, Lindemann HW, Dürig J, Scheid C, Haenel M, Weisel K, Weber T, Delorme S, Goldschmidt H, Hillengass J. Merz M, et al. Blood Cancer J. 2019 Aug 27;9(9):71. doi: 10.1038/s41408-019-0235-3. Blood Cancer J. 2019. PMID: 31455768 Free PMC article. No abstract available.
Repeatability and Reproducibility of ADC Measurements and MRI Signal Intensity Measurements of Bone Marrow in Monoclonal Plasma Cell Disorders: A Prospective Bi-institutional Multiscanner, Multiprotocol Study.
Wennmann M, Thierjung H, Bauer F, Weru V, Hielscher T, Grözinger M, Gnirs R, Sauer S, Goldschmidt H, Weinhold N, Bonekamp D, Schlemmer HP, Weber TF, Delorme S, Rotkopf LT. Wennmann M, et al. Among authors: weber tf. Invest Radiol. 2022 Apr 1;57(4):272-281. doi: 10.1097/RLI.0000000000000838. Invest Radiol. 2022. PMID: 34839306
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: weber tf. 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: weber tf. Invest Radiol. 2023 Apr 1;58(4):253-264. doi: 10.1097/RLI.0000000000000927. Epub 2022 Sep 16. Invest Radiol. 2023. PMID: 36165988
Deep Learning-based Assessment of Oncologic Outcomes from Natural Language Processing of Structured Radiology Reports.
Fink MA, Kades K, Bischoff A, Moll M, Schnell M, Küchler M, Köhler G, Sellner J, Heussel CP, Kauczor HU, Schlemmer HP, Maier-Hein K, Weber TF, Kleesiek J. Fink MA, et al. Among authors: weber tf. Radiol Artif Intell. 2022 Jul 20;4(5):e220055. doi: 10.1148/ryai.220055. eCollection 2022 Sep. Radiol Artif Intell. 2022. PMID: 36204531 Free PMC article.
88 results