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Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging.
Qasim AB, Motta A, Studier-Fischer A, Sellner J, Ayala L, Hübner M, Bressan M, Özdemir B, Kowalewski KF, Nickel F, Seidlitz S, Maier-Hein L. Qasim AB, et al. Among authors: seidlitz s. Int J Comput Assist Radiol Surg. 2024 Mar 14. doi: 10.1007/s11548-024-03085-3. Online ahead of print. Int J Comput Assist Radiol Surg. 2024. PMID: 38483702
ICG-augmented hyperspectral imaging for visualization of intestinal perfusion compared to conventional ICG fluorescence imaging: an experimental study.
Studier-Fischer A, Schwab FM, Rees M, Seidlitz S, Sellner J, Özdemir B, Ayala L, Odenthal J, Knoedler S, Kowalewski KF, Haney CM, Dietrich M, Salg GA, Kenngott HG, Müller-Stich BP, Maier-Hein L, Nickel F. Studier-Fischer A, et al. Among authors: seidlitz s. Int J Surg. 2023 Dec 1;109(12):3883-3895. doi: 10.1097/JS9.0000000000000706. Int J Surg. 2023. PMID: 38258996 Free PMC article.
HeiPorSPECTRAL - the Heidelberg Porcine HyperSPECTRAL Imaging Dataset of 20 Physiological Organs.
Studier-Fischer A, Seidlitz S, Sellner J, Bressan M, Özdemir B, Ayala L, Odenthal J, Knoedler S, Kowalewski KF, Haney CM, Salg G, Dietrich M, Kenngott H, Gockel I, Hackert T, Müller-Stich BP, Maier-Hein L, Nickel F. Studier-Fischer A, et al. Among authors: seidlitz s. Sci Data. 2023 Jun 24;10(1):414. doi: 10.1038/s41597-023-02315-8. Sci Data. 2023. PMID: 37355750 Free PMC article.
Optimization of anastomotic technique and gastric conduit perfusion with hyperspectral imaging and machine learning in an experimental model for minimally invasive esophagectomy.
Nickel F, Studier-Fischer A, Özdemir B, Odenthal J, Müller LR, Knoedler S, Kowalewski KF, Camplisson I, Allers MM, Dietrich M, Schmidt K, Salg GA, Kenngott HG, Billeter AT, Gockel I, Sagiv C, Hadar OE, Gildenblat J, Ayala L, Seidlitz S, Maier-Hein L, Müller-Stich BP. Nickel F, et al. Among authors: seidlitz s. Eur J Surg Oncol. 2023 Apr 18:S0748-7983(23)00444-4. doi: 10.1016/j.ejso.2023.04.007. Online ahead of print. Eur J Surg Oncol. 2023. PMID: 37105869 Free article.
Spectral imaging enables contrast agent-free real-time ischemia monitoring in laparoscopic surgery.
Ayala L, Adler TJ, Seidlitz S, Wirkert S, Engels C, Seitel A, Sellner J, Aksenov A, Bodenbach M, Bader P, Baron S, Vemuri A, Wiesenfarth M, Schreck N, Mindroc D, Tizabi M, Pirmann S, Everitt B, Kopp-Schneider A, Teber D, Maier-Hein L. Ayala L, et al. Among authors: seidlitz s. Sci Adv. 2023 Mar 10;9(10):eadd6778. doi: 10.1126/sciadv.add6778. Epub 2023 Mar 10. Sci Adv. 2023. PMID: 36897951 Free PMC article.
[Artificial intelligence and hyperspectral imaging for image-guided assistance in minimally invasive surgery].
Chalopin C, Nickel F, Pfahl A, Köhler H, Maktabi M, Thieme R, Sucher R, Jansen-Winkeln B, Studier-Fischer A, Seidlitz S, Maier-Hein L, Neumuth T, Melzer A, Müller-Stich BP, Gockel I. Chalopin C, et al. Among authors: seidlitz s. Chirurgie (Heidelb). 2022 Oct;93(10):940-947. doi: 10.1007/s00104-022-01677-w. Epub 2022 Jul 7. Chirurgie (Heidelb). 2022. PMID: 35798904 Review. German.
Spectral organ fingerprints for machine learning-based intraoperative tissue classification with hyperspectral imaging in a porcine model.
Studier-Fischer A, Seidlitz S, Sellner J, Özdemir B, Wiesenfarth M, Ayala L, Odenthal J, Knödler S, Kowalewski KF, Haney CM, Camplisson I, Dietrich M, Schmidt K, Salg GA, Kenngott HG, Adler TJ, Schreck N, Kopp-Schneider A, Maier-Hein K, Maier-Hein L, Müller-Stich BP, Nickel F. Studier-Fischer A, et al. Among authors: seidlitz s. Sci Rep. 2022 Jun 30;12(1):11028. doi: 10.1038/s41598-022-15040-w. Sci Rep. 2022. PMID: 35773276 Free PMC article.
Robust deep learning-based semantic organ segmentation in hyperspectral images.
Seidlitz S, Sellner J, Odenthal J, Özdemir B, Studier-Fischer A, Knödler S, Ayala L, Adler TJ, Kenngott HG, Tizabi M, Wagner M, Nickel F, Müller-Stich BP, Maier-Hein L. Seidlitz S, et al. Med Image Anal. 2022 Aug;80:102488. doi: 10.1016/j.media.2022.102488. Epub 2022 May 27. Med Image Anal. 2022. PMID: 35667327 Free article.
13 results