Gessert N - Search Results

1

Fully automated longitudinal segmentation of new or enlarged multiple sclerosis lesions using 3D convolutional neural networks.

Krüger J, Opfer R, Gessert N, Ostwaldt AC, Manogaran P, Kitzler HH, Schlaefer A, Schippling S. Krüger J, et al. Among authors: gessert n. Neuroimage Clin. 2020;28:102445. doi: 10.1016/j.nicl.2020.102445. Epub 2020 Sep 24. Neuroimage Clin. 2020. PMID: 33038667 Free PMC article.

2

Multiple sclerosis lesion activity segmentation with attention-guided two-path CNNs.

Gessert N, Krüger J, Opfer R, Ostwaldt AC, Manogaran P, Kitzler HH, Schippling S, Schlaefer A. Gessert N, et al. Comput Med Imaging Graph. 2020 Sep;84:101772. doi: 10.1016/j.compmedimag.2020.101772. Epub 2020 Aug 8. Comput Med Imaging Graph. 2020. PMID: 32795845

3

A deep learning approach for pose estimation from volumetric OCT data.

Gessert N, Schlüter M, Schlaefer A. Gessert N, et al. Med Image Anal. 2018 May;46:162-179. doi: 10.1016/j.media.2018.03.002. Epub 2018 Mar 10. Med Image Anal. 2018. PMID: 29550582

4

Spatio-temporal deep learning methods for motion estimation using 4D OCT image data.

Bengs M, Gessert N, Schlüter M, Schlaefer A. Bengs M, et al. Among authors: gessert n. Int J Comput Assist Radiol Surg. 2020 Jun;15(6):943-952. doi: 10.1007/s11548-020-02178-z. Epub 2020 May 22. Int J Comput Assist Radiol Surg. 2020. PMID: 32445128 Free PMC article.

5

Needle tip force estimation by deep learning from raw spectral OCT data.

Gromniak M, Gessert N, Saathoff T, Schlaefer A. Gromniak M, et al. Among authors: gessert n. Int J Comput Assist Radiol Surg. 2020 Oct;15(10):1699-1702. doi: 10.1007/s11548-020-02224-w. Epub 2020 Jul 22. Int J Comput Assist Radiol Surg. 2020. PMID: 32700243 Free PMC article.

6

Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks.

Gessert N, Lutz M, Heyder M, Latus S, Leistner DM, Abdelwahed YS, Schlaefer A. Gessert N, et al. IEEE Trans Med Imaging. 2019 Feb;38(2):426-434. doi: 10.1109/TMI.2018.2865659. Epub 2018 Aug 16. IEEE Trans Med Imaging. 2019. PMID: 30130180

7

Force estimation from OCT volumes using 3D CNNs.

Gessert N, Beringhoff J, Otte C, Schlaefer A. Gessert N, et al. Int J Comput Assist Radiol Surg. 2018 Jul;13(7):1073-1082. doi: 10.1007/s11548-018-1777-8. Epub 2018 May 4. Int J Comput Assist Radiol Surg. 2018. PMID: 29728900

8

Skin lesion classification using ensembles of multi-resolution EfficientNets with meta data.

Gessert N, Nielsen M, Shaikh M, Werner R, Schlaefer A. Gessert N, et al. MethodsX. 2020 Mar 19;7:100864. doi: 10.1016/j.mex.2020.100864. eCollection 2020. MethodsX. 2020. PMID: 32292713 Free PMC article.

9

In vivo detection of head and neck tumors by hyperspectral imaging combined with deep learning methods.

Eggert D, Bengs M, Westermann S, Gessert N, Gerstner AOH, Mueller NA, Bewarder J, Schlaefer A, Betz C, Laffers W. Eggert D, et al. Among authors: gessert n. J Biophotonics. 2022 Mar;15(3):e202100167. doi: 10.1002/jbio.202100167. Epub 2021 Dec 28. J Biophotonics. 2022. PMID: 34889065

10

Deep transfer learning methods for colon cancer classification in confocal laser microscopy images.

Gessert N, Bengs M, Wittig L, Drömann D, Keck T, Schlaefer A, Ellebrecht DB. Gessert N, et al. Int J Comput Assist Radiol Surg. 2019 Nov;14(11):1837-1845. doi: 10.1007/s11548-019-02004-1. Epub 2019 May 25. Int J Comput Assist Radiol Surg. 2019. PMID: 31129859

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