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Multitask Deep Learning for Segmentation and Classification of Primary Bone Tumors on Radiographs.
von Schacky CE, Wilhelm NJ, Schäfer VS, Leonhardt Y, Gassert FG, Foreman SC, Gassert FT, Jung M, Jungmann PM, Russe MF, Mogler C, Knebel C, von Eisenhart-Rothe R, Makowski MR, Woertler K, Burgkart R, Gersing AS. von Schacky CE, et al. Among authors: wilhelm nj. Radiology. 2021 Nov;301(2):398-406. doi: 10.1148/radiol.2021204531. Epub 2021 Sep 7. Radiology. 2021. PMID: 34491126
Improving mandibular reconstruction by using topology optimization, patient specific design and additive manufacturing?-A biomechanical comparison against miniplates on human specimen.
Lang JJ, Bastian M, Foehr P, Seebach M, Weitz J, von Deimling C, Schwaiger BJ, Micheler CM, Wilhelm NJ, Grosse CU, Kesting M, Burgkart R. Lang JJ, et al. Among authors: wilhelm nj. PLoS One. 2021 Jun 8;16(6):e0253002. doi: 10.1371/journal.pone.0253002. eCollection 2021. PLoS One. 2021. PMID: 34101755 Free PMC article.
Development and evaluation of machine learning models based on X-ray radiomics for the classification and differentiation of malignant and benign bone tumors.
von Schacky CE, Wilhelm NJ, Schäfer VS, Leonhardt Y, Jung M, Jungmann PM, Russe MF, Foreman SC, Gassert FG, Gassert FT, Schwaiger BJ, Mogler C, Knebel C, von Eisenhart-Rothe R, Makowski MR, Woertler K, Burgkart R, Gersing AS. von Schacky CE, et al. Among authors: wilhelm nj. Eur Radiol. 2022 Sep;32(9):6247-6257. doi: 10.1007/s00330-022-08764-w. Epub 2022 Apr 9. Eur Radiol. 2022. PMID: 35396665 Free PMC article.
SAM-X: sorting algorithm for musculoskeletal x-ray radiography.
Hinterwimmer F, Consalvo S, Wilhelm N, Seidl F, Burgkart RHH, von Eisenhart-Rothe R, Rueckert D, Neumann J. Hinterwimmer F, et al. Eur Radiol. 2023 Mar;33(3):1537-1544. doi: 10.1007/s00330-022-09184-6. Epub 2022 Oct 29. Eur Radiol. 2023. PMID: 36307553 Free PMC article.
Multicentric development and validation of a multi-scale and multi-task deep learning model for comprehensive lower extremity alignment analysis.
Wilhelm NJ, von Schacky CE, Lindner FJ, Feucht MJ, Ehmann Y, Pogorzelski J, Haddadin S, Neumann J, Hinterwimmer F, von Eisenhart-Rothe R, Jung M, Russe MF, Izadpanah K, Siebenlist S, Burgkart R, Rupp MC. Wilhelm NJ, et al. Artif Intell Med. 2024 Apr;150:102843. doi: 10.1016/j.artmed.2024.102843. Epub 2024 Mar 14. Artif Intell Med. 2024. PMID: 38553152 Free article.