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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
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
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
18 results