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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: ayala l. Int J Comput Assist Radiol Surg. 2024 Jun;19(6):1021-1031. doi: 10.1007/s11548-024-03085-3. Epub 2024 Mar 14. Int J Comput Assist Radiol Surg. 2024. PMID: 38483702 Free PMC article.
Light source calibration for multispectral imaging in surgery.
Ayala L, Seidlitz S, Vemuri A, Wirkert SJ, Kirchner T, Adler TJ, Engels C, Teber D, Maier-Hein L. Ayala L, et al. Int J Comput Assist Radiol Surg. 2020 Jul;15(7):1117-1125. doi: 10.1007/s11548-020-02195-y. Epub 2020 Jun 13. Int J Comput Assist Radiol Surg. 2020. PMID: 32535848 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. Among authors: ayala l. 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.
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: ayala l. Sci Rep. 2022 Jun 30;12(1):11028. doi: 10.1038/s41598-022-15040-w. Sci Rep. 2022. PMID: 35773276 Free PMC article.
C-arm positioning for standard projections during spinal implant placement.
Kausch L, Thomas S, Kunze H, Norajitra T, Klein A, Ayala L, El Barbari J, Mandelka E, Privalov M, Vetter S, Mahnken A, Maier-Hein L, Maier-Hein K. Kausch L, et al. Among authors: ayala l. Med Image Anal. 2022 Oct;81:102557. doi: 10.1016/j.media.2022.102557. Epub 2022 Jul 29. Med Image Anal. 2022. PMID: 35933944 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. 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.
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: ayala l. Eur J Surg Oncol. 2025 Jan;51(1):106908. doi: 10.1016/j.ejso.2023.04.007. Epub 2023 Apr 18. Eur J Surg Oncol. 2025. PMID: 37105869 Free article.
145 results