Theis M - Search Results

1

Development of image-based decision support systems utilizing information extracted from radiological free-text report databases with text-based transformers.

Nowak S, Schneider H, Layer YC, Theis M, Biesner D, Block W, Wulff B, Attenberger UI, Sifa R, Sprinkart AM. Nowak S, et al. Among authors: theis m. Eur Radiol. 2023 Nov 7. doi: 10.1007/s00330-023-10373-0. Online ahead of print. Eur Radiol. 2023. PMID: 37934243

2

End-to-end automated body composition analyses with integrated quality control for opportunistic assessment of sarcopenia in CT.

Nowak S, Theis M, Wichtmann BD, Faron A, Froelich MF, Tollens F, Geißler HL, Block W, Luetkens JA, Attenberger UI, Sprinkart AM. Nowak S, et al. Among authors: theis m. Eur Radiol. 2022 May;32(5):3142-3151. doi: 10.1007/s00330-021-08313-x. Epub 2021 Sep 30. Eur Radiol. 2022. PMID: 34595539 Free PMC article.

3

Deep Learning-Based Body Composition Analysis Predicts Outcome in Melanoma Patients Treated with Immune Checkpoint Inhibitors.

Faron A, Opheys NS, Nowak S, Sprinkart AM, Isaak A, Theis M, Mesropyan N, Endler C, Sirokay J, Pieper CC, Kuetting D, Attenberger U, Landsberg J, Luetkens JA. Faron A, et al. Among authors: theis m. Diagnostics (Basel). 2021 Dec 9;11(12):2314. doi: 10.3390/diagnostics11122314. Diagnostics (Basel). 2021. PMID: 34943551 Free PMC article.

4

Deep learning for standardized, MRI-based quantification of subcutaneous and subfascial tissue volume for patients with lipedema and lymphedema.

Nowak S, Henkel A, Theis M, Luetkens J, Geiger S, Sprinkart AM, Pieper CC, Attenberger UI. Nowak S, et al. Among authors: theis m. Eur Radiol. 2023 Feb;33(2):884-892. doi: 10.1007/s00330-022-09047-0. Epub 2022 Aug 17. Eur Radiol. 2023. PMID: 35976393 Free PMC article.

5

Deep learning enables automated MRI-based estimation of uterine volume also in patients with uterine fibroids undergoing high-intensity focused ultrasound therapy.

Theis M, Tonguc T, Savchenko O, Nowak S, Block W, Recker F, Essler M, Mustea A, Attenberger U, Marinova M, Sprinkart AM. Theis M, et al. Insights Imaging. 2023 Jan 5;14(1):1. doi: 10.1186/s13244-022-01342-0. Insights Imaging. 2023. PMID: 36600120 Free PMC article.

6

Transformer-based structuring of free-text radiology report databases.

Nowak S, Biesner D, Layer YC, Theis M, Schneider H, Block W, Wulff B, Attenberger UI, Sifa R, Sprinkart AM. Nowak S, et al. Among authors: theis m. Eur Radiol. 2023 Jun;33(6):4228-4236. doi: 10.1007/s00330-023-09526-y. Epub 2023 Mar 11. Eur Radiol. 2023. PMID: 36905469 Free PMC article.

7

Deep learning-based assessment of CT markers of sarcopenia and myosteatosis for outcome assessment in patients with advanced pancreatic cancer after high-intensity focused ultrasound treatment.

Nowak S, Kloth C, Theis M, Marinova M, Attenberger UI, Sprinkart AM, Luetkens JA. Nowak S, et al. Among authors: theis m. Eur Radiol. 2024 Jan;34(1):279-286. doi: 10.1007/s00330-023-09974-6. Epub 2023 Aug 12. Eur Radiol. 2024. PMID: 37572195 Free PMC article.

8

Direct deep learning-based survival prediction from pre-interventional CT prior to transcatheter aortic valve replacement.

Theis M, Block W, Luetkens JA, Attenberger UI, Nowak S, Sprinkart AM. Theis M, et al. Eur J Radiol. 2023 Nov;168:111150. doi: 10.1016/j.ejrad.2023.111150. Epub 2023 Oct 11. Eur J Radiol. 2023. PMID: 37844428

9

Opportunistic CT-derived analysis of fat and muscle tissue composition predicts mortality in patients with cardiogenic shock.

Salam B, Al Zaidi M, Sprinkart AM, Nowak S, Theis M, Kuetting D, Aksoy A, Nickenig G, Attenberger U, Zimmer S, Luetkens JA. Salam B, et al. Among authors: theis m. Sci Rep. 2023 Dec 15;13(1):22293. doi: 10.1038/s41598-023-49454-x. Sci Rep. 2023. PMID: 38102168 Free PMC article.

10

CT-derived Epicardial Adipose Tissue Inflammation Predicts Outcome in Patients Undergoing Transcatheter Aortic Valve Replacement.

Salam B, Al-Kassou B, Weinhold L, Sprinkart AM, Nowak S, Theis M, Schmid M, Al Zaidi M, Weber M, Pieper CC, Kuetting D, Shamekhi J, Nickenig G, Attenberger U, Zimmer S, Luetkens JA. Salam B, et al. Among authors: theis m. J Thorac Imaging. 2024 Feb 22. doi: 10.1097/RTI.0000000000000776. Online ahead of print. J Thorac Imaging. 2024. PMID: 38389116

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