Gessert N - Search Results

1

Spatio-temporal deep learning models for tip force estimation during needle insertion.

Gessert N, Priegnitz T, Saathoff T, Antoni ST, Meyer D, Hamann MF, Jünemann KP, Otte C, Schlaefer A. Gessert N, et al. Int J Comput Assist Radiol Surg. 2019 Sep;14(9):1485-1493. doi: 10.1007/s11548-019-02006-z. Epub 2019 May 30. Int J Comput Assist Radiol Surg. 2019. PMID: 31147818 Free PMC article.

2

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.

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

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

5

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

6

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.

7

Deep learning with 4D spatio-temporal data representations for OCT-based force estimation.

Gessert N, Bengs M, Schlüter M, Schlaefer A. Gessert N, et al. Med Image Anal. 2020 Aug;64:101730. doi: 10.1016/j.media.2020.101730. Epub 2020 May 23. Med Image Anal. 2020. PMID: 32492583

8

Towards an Optical Biopsy during Visceral Surgical Interventions.

Ellebrecht DB, Latus S, Schlaefer A, Keck T, Gessert N. Ellebrecht DB, et al. Among authors: gessert n. Visc Med. 2020 Apr;36(2):70-79. doi: 10.1159/000505938. Epub 2020 Mar 5. Visc Med. 2020. PMID: 32355663 Free PMC article. Review.

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

Confocal Laser Microscopy for in vivo Intraoperative Application: Diagnostic Accuracy of Investigator and Machine Learning Strategies.

Ellebrecht DB, Heßler N, Schlaefer A, Gessert N. Ellebrecht DB, et al. Among authors: gessert n. Visc Med. 2021 Dec;37(6):533-541. doi: 10.1159/000517146. Epub 2021 Jul 8. Visc Med. 2021. PMID: 35087903 Free PMC article.

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