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Federated machine learning for a facilitated implementation of Artificial Intelligence in healthcare - a proof of concept study for the prediction of coronary artery calcification scores.
Wolff J, Matschinske J, Baumgart D, Pytlik A, Keck A, Natarajan A, von Schacky CE, Pauling JK, Baumbach J. Wolff J, et al. Among authors: von schacky ce. J Integr Bioinform. 2022 Sep 5;19(4):20220032. doi: 10.1515/jib-2022-0032. eCollection 2022 Dec 1. J Integr Bioinform. 2022. PMID: 36054833 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. 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.
Automated assessment of cardiac pathologies on cardiac MRI using T1-mapping and late gadolinium phase sensitive inversion recovery sequences with deep learning.
Paciorek AM, von Schacky CE, Foreman SC, Gassert FG, Gassert FT, Kirschke JS, Laugwitz KL, Geith T, Hadamitzky M, Nadjiri J. Paciorek AM, et al. Among authors: von schacky ce. BMC Med Imaging. 2024 Feb 13;24(1):43. doi: 10.1186/s12880-024-01217-4. BMC Med Imaging. 2024. PMID: 38350900 Free PMC article.
Coronary calcium scoring assessed on native screening chest CT imaging as predictor for outcome in COVID-19: An analysis of a hospitalized German cohort.
Zimmermann GS, Fingerle AA, Müller-Leisse C, Gassert F, von Schacky CE, Ibrahim T, Laugwitz KL, Geisler F, Spinner C, Haller B, Makowski MR, Nadjiri J. Zimmermann GS, et al. Among authors: von schacky ce. PLoS One. 2020 Dec 30;15(12):e0244707. doi: 10.1371/journal.pone.0244707. eCollection 2020. PLoS One. 2020. PMID: 33378410 Free PMC article.
Convolutional neural networks on risk stratification of patients with suspected coronary artery disease undergoing coronary computed tomography angiography.
Adolf R, Nano N, Chami A, von Schacky CE, Will A, Hendrich E, Martinoff SA, Hadamitzky M. Adolf R, et al. Among authors: von schacky ce. Int J Cardiovasc Imaging. 2023 Jun;39(6):1209-1216. doi: 10.1007/s10554-023-02824-y. Epub 2023 Apr 3. Int J Cardiovasc Imaging. 2023. PMID: 37010650 Free PMC article.
Detection of Bone Marrow Edema in Patients with Osteoid Osteoma Using Three-Material Decomposition with Dual-Layer Spectral CT.
Gassert FT, Hammel J, Hofmann FC, Neumann J, von Schacky CE, Gassert FG, Pfeiffer D, Pfeiffer F, Makowski MR, Woertler K, Gersing AS, Schwaiger BJ. Gassert FT, et al. Among authors: von schacky ce. Diagnostics (Basel). 2021 May 26;11(6):953. doi: 10.3390/diagnostics11060953. Diagnostics (Basel). 2021. PMID: 34073416 Free PMC article.
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