Syben C - Search Results

1

Technical Note: PYRO-NN: Python reconstruction operators in neural networks.

Syben C, Michen M, Stimpel B, Seitz S, Ploner S, Maier AK. Syben C, et al. Med Phys. 2019 Nov;46(11):5110-5115. doi: 10.1002/mp.13753. Epub 2019 Aug 27. Med Phys. 2019. PMID: 31389023 Free PMC article.

2

A gentle introduction to deep learning in medical image processing.

Maier A, Syben C, Lasser T, Riess C. Maier A, et al. Among authors: syben c. Z Med Phys. 2019 May;29(2):86-101. doi: 10.1016/j.zemedi.2018.12.003. Epub 2019 Jan 25. Z Med Phys. 2019. PMID: 30686613 Free article. Review.

3

Learning with Known Operators reduces Maximum Training Error Bounds.

Maier AK, Syben C, Stimpel B, Würfl T, Hoffmann M, Schebesch F, Fu W, Mill L, Kling L, Christiansen S. Maier AK, et al. Among authors: syben c. Nat Mach Intell. 2019 Aug;1(8):373-380. doi: 10.1038/s42256-019-0077-5. Epub 2019 Aug 9. Nat Mach Intell. 2019. PMID: 31406960 Free PMC article.

4

Magnetic Resonance Fingerprinting Reconstruction Using Recurrent Neural Networks.

Hoppe E, Thamm F, Körzdörfer G, Syben C, Schirrmacher F, Nittka M, Pfeuffer J, Meyer H, Maier A. Hoppe E, et al. Among authors: syben c. Stud Health Technol Inform. 2019 Sep 3;267:126-133. doi: 10.3233/SHTI190816. Stud Health Technol Inform. 2019. PMID: 31483264

5

Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing.

Stimpel B, Syben C, Schirrmacher F, Hoelter P, Dorfler A, Maier A. Stimpel B, et al. Among authors: syben c. IEEE Trans Med Imaging. 2020 May;39(5):1703-1711. doi: 10.1109/TMI.2019.2955184. Epub 2019 Nov 22. IEEE Trans Med Imaging. 2020. PMID: 31765306

6

Cephalogram synthesis and landmark detection in dental cone-beam CT systems.

Huang Y, Fan F, Syben C, Roser P, Mill L, Maier A. Huang Y, et al. Among authors: syben c. Med Image Anal. 2021 May;70:102028. doi: 10.1016/j.media.2021.102028. Epub 2021 Mar 5. Med Image Anal. 2021. PMID: 33744833

7

Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging.

Stimpel B, Syben C, Würfl T, Breininger K, Hoelter P, Dörfler A, Maier A. Stimpel B, et al. Among authors: syben c. Sci Rep. 2019 Dec 11;9(1):18814. doi: 10.1038/s41598-019-55108-8. Sci Rep. 2019. PMID: 31827155 Free PMC article.

8

Known Operator Learning Enables Constrained Projection Geometry Conversion: Parallel to Cone-Beam for Hybrid MR/X-Ray Imaging.

Syben C, Stimpel B, Roser P, Dorfler A, Maier A. Syben C, et al. IEEE Trans Med Imaging. 2020 Nov;39(11):3488-3498. doi: 10.1109/TMI.2020.2998179. Epub 2020 Oct 28. IEEE Trans Med Imaging. 2020. PMID: 32746099

9

Deep learning-based patient re-identification is able to exploit the biometric nature of medical chest X-ray data.

Packhäuser K, Gündel S, Münster N, Syben C, Christlein V, Maier A. Packhäuser K, et al. Among authors: syben c. Sci Rep. 2022 Sep 1;12(1):14851. doi: 10.1038/s41598-022-19045-3. Sci Rep. 2022. PMID: 36050406 Free PMC article.

10

X-Ray Scatter Estimation Using Deep Splines.

Roser P, Birkhold A, Preuhs A, Syben C, Felsner L, Hoppe E, Strobel N, Kowarschik M, Fahrig R, Maier A. Roser P, et al. Among authors: syben c. IEEE Trans Med Imaging. 2021 Sep;40(9):2272-2283. doi: 10.1109/TMI.2021.3074712. Epub 2021 Aug 31. IEEE Trans Med Imaging. 2021. PMID: 33881991

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