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Year Number of Results
2016 1
2018 1
2019 5
2020 2
2021 3
2022 5
2023 4
2024 0

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Page 1
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: chmelik j. Invest Radiol. 2023 Oct 1;58(10):754-765. doi: 10.1097/RLI.0000000000000986. Epub 2023 May 22. Invest Radiol. 2023. PMID: 37222527
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: chmelik j. Invest Radiol. 2023 Apr 1;58(4):273-282. doi: 10.1097/RLI.0000000000000932. Epub 2022 Oct 3. Invest Radiol. 2023. PMID: 36256790
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: chmelik j. Invest Radiol. 2023 Apr 1;58(4):253-264. doi: 10.1097/RLI.0000000000000927. Epub 2022 Sep 16. Invest Radiol. 2023. PMID: 36165988
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: chmelik j. Invest Radiol. 2022 Nov 1;57(11):752-763. doi: 10.1097/RLI.0000000000000891. Epub 2022 May 27. Invest Radiol. 2022. PMID: 35640004
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.
Sekuboyina A, Husseini ME, Bayat A, Löffler M, Liebl H, Li H, Tetteh G, Kukačka J, Payer C, Štern D, Urschler M, Chen M, Cheng D, Lessmann N, Hu Y, Wang T, Yang D, Xu D, Ambellan F, Amiranashvili T, Ehlke M, Lamecker H, Lehnert S, Lirio M, Olaguer NP, Ramm H, Sahu M, Tack A, Zachow S, Jiang T, Ma X, Angerman C, Wang X, Brown K, Kirszenberg A, Puybareau É, Chen D, Bai Y, Rapazzo BH, Yeah T, Zhang A, Xu S, Hou F, He Z, Zeng C, Xiangshang Z, Liming X, Netherton TJ, Mumme RP, Court LE, Huang Z, He C, Wang LW, Ling SH, Huỳnh LD, Boutry N, Jakubicek R, Chmelik J, Mulay S, Sivaprakasam M, Paetzold JC, Shit S, Ezhov I, Wiestler B, Glocker B, Valentinitsch A, Rempfler M, Menze BH, Kirschke JS. Sekuboyina A, et al. Among authors: chmelik j. Med Image Anal. 2021 Oct;73:102166. doi: 10.1016/j.media.2021.102166. Epub 2021 Jul 22. Med Image Anal. 2021. PMID: 34340104
18 results