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Incidental vertebral fracture prediction using neuronal network-based automatic spine segmentation and volumetric bone mineral density extraction from routine clinical CT scans.
Bodden J, Dieckmeyer M, Sollmann N, Burian E, Rühling S, Löffler MT, Sekuboyina A, El Husseini M, Zimmer C, Kirschke JS, Baum T. Bodden J, et al. Among authors: el husseini m. Front Endocrinol (Lausanne). 2023 Jul 17;14:1207949. doi: 10.3389/fendo.2023.1207949. eCollection 2023. Front Endocrinol (Lausanne). 2023. PMID: 37529605 Free PMC article.
Automatic opportunistic osteoporosis screening in routine CT: improved prediction of patients with prevalent vertebral fractures compared to DXA.
Löffler MT, Jacob A, Scharr A, Sollmann N, Burian E, El Husseini M, Sekuboyina A, Tetteh G, Zimmer C, Gempt J, Baum T, Kirschke JS. Löffler MT, et al. Among authors: el husseini m. Eur Radiol. 2021 Aug;31(8):6069-6077. doi: 10.1007/s00330-020-07655-2. Epub 2021 Jan 28. Eur Radiol. 2021. PMID: 33507353 Free PMC article.
A Vertebral Segmentation Dataset with Fracture Grading.
Löffler MT, Sekuboyina A, Jacob A, Grau AL, Scharr A, El Husseini M, Kallweit M, Zimmer C, Baum T, Kirschke JS. Löffler MT, et al. Among authors: el husseini m. Radiol Artif Intell. 2020 Jul 29;2(4):e190138. doi: 10.1148/ryai.2020190138. eCollection 2020 Jul. Radiol Artif Intell. 2020. PMID: 33937831 Free PMC article.
Robust, Primitive, and Unsupervised Quality Estimation for Segmentation Ensembles.
Kofler F, Ezhov I, Fidon L, Pirkl CM, Paetzold JC, Burian E, Pati S, El Husseini M, Navarro F, Shit S, Kirschke J, Bakas S, Zimmer C, Wiestler B, Menze BH. Kofler F, et al. Among authors: el husseini m. Front Neurosci. 2021 Dec 30;15:752780. doi: 10.3389/fnins.2021.752780. eCollection 2021. Front Neurosci. 2021. PMID: 35035351 Free PMC article.
Gender-, Age- and Region-Specific Characterization of Vertebral Bone Microstructure Through Automated Segmentation and 3D Texture Analysis of Routine Abdominal CT.
Dieckmeyer M, Sollmann N, El Husseini M, Sekuboyina A, Löffler MT, Zimmer C, Kirschke JS, Subburaj K, Baum T. Dieckmeyer M, et al. Among authors: el husseini m. Front Endocrinol (Lausanne). 2022 Jan 27;12:792760. doi: 10.3389/fendo.2021.792760. eCollection 2021. Front Endocrinol (Lausanne). 2022. PMID: 35154004 Free PMC article.
Proposed diagnostic volumetric bone mineral density thresholds for osteoporosis and osteopenia at the cervicothoracic spine in correlation to the lumbar spine.
Rühling S, Scharr A, Sollmann N, Wostrack M, Löffler MT, Menze B, Sekuboyina A, El Husseini M, Braren R, Zimmer C, Kirschke JS. Rühling S, et al. Among authors: el husseini m. Eur Radiol. 2022 Sep;32(9):6207-6214. doi: 10.1007/s00330-022-08721-7. Epub 2022 Apr 6. Eur Radiol. 2022. PMID: 35384459 Free PMC article.
54 results