Spectral organ fingerprints for machine learning-based intraoperative tissue classification with hyperspectral imaging in a porcine model
Studier-Fischer, Alexander, Seidlitz, Silvia, Sellner, Jan, Özdemir, Berkin, Wiesenfarth, Manuel, Ayala, Leonardo, Odenthal, Jan, Knödler, Samuel, Kowalewski, Karl Friedrich, Haney, Caelan Max, Camplisson, Isabella, Dietrich, Maximilian, Schmidt, Karsten, Salg, Gabriel Alexander, Kenngott, Hannes Götz, Adler, Tim Julian, Schreck, Nicholas, Kopp-Schneider, Annette, Maier-Hein, Klaus, Maier-Hein, Lena, Müller-Stich, Beat Peter, Nickel, Felix
Published in Scientific reports (30.06.2022)
Published in Scientific reports (30.06.2022)
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Robust deep learning-based semantic organ segmentation in hyperspectral images
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Published in Medical image analysis (01.08.2022)
Published in Medical image analysis (01.08.2022)
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Crystalloid volume versus catecholamines for management of hemorrhagic shock during esophagectomy - assessment of microcirculatory tissue oxygenation of the gastric conduit in a porcine model using hyperspectral imaging - an experimental study
Studier-Fischer, A, Özdemir, B, Rees, M, Ayala, L, Seidlitz, S, Sellner, J, Kowalewski, K F, Haney, C M, Odenthal, J, Knödler, S, Dietrich, M, Gruneberg, D, Brenner, T, Schmidt, K, Schmitt, F C F, Weigand, M A, Salg, G A, Dupree, A, Nienhüser, H, Mehrabi, A, Hackert, T, Müller, B P, Maier-Hein, L, Nickel, F
Published in International journal of surgery (London, England) (08.07.2024)
Published in International journal of surgery (London, England) (08.07.2024)
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Journal Article
Xeno-learning: knowledge transfer across species in deep learning-based spectral image analysis
Sellner, Jan, Studier-Fischer, Alexander, Qasim, Ahmad Bin, Seidlitz, Silvia, Schreck, Nicholas, Tizabi, Minu, Wiesenfarth, Manuel, Kopp-Schneider, Annette, Knödler, Samuel, Haney, Caelan Max, Salg, Gabriel, Özdemir, Berkin, Dietrich, Maximilian, Michel, Maurice Stephan, Nickel, Felix, Kowalewski, Karl-Friedrich, Maier-Hein, Lena
Year of Publication 15.10.2024
Year of Publication 15.10.2024
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Journal Article
Robust deep learning-based semantic organ segmentation in hyperspectral images
Seidlitz, Silvia, Sellner, Jan, Odenthal, Jan, Özdemir, Berkin, Studier-Fischer, Alexander, Knödler, Samuel, Ayala, Leonardo, Adler, Tim J, Kenngott, Hannes G, Tizabi, Minu, Wagner, Martin, Nickel, Felix, Müller-Stich, Beat P, Maier-Hein, Lena
Published in arXiv.org (10.07.2022)
Published in arXiv.org (10.07.2022)
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Journal Article
Xeno-learning: knowledge transfer across species in deep learning-based spectral image analysis
Sellner, Jan, Studier-Fischer, Alexander, Ahmad Bin Qasim, Seidlitz, Silvia, Schreck, Nicholas, Tizabi, Minu, Wiesenfarth, Manuel, Kopp-Schneider, Annette, Knödler, Samuel, Haney, Caelan Max, Salg, Gabriel, Özdemir, Berkin, Dietrich, Maximilian, Maurice Stephan Michel, Nickel, Felix, Karl-Friedrich Kowalewski, Maier-Hein, Lena
Published in arXiv.org (15.10.2024)
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Published in arXiv.org (15.10.2024)
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Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis
Dietrich, Maximilian, Seidlitz, Silvia, Schreck, Nicholas, Wiesenfarth, Manuel, Godau, Patrick, Tizabi, Minu, Sellner, Jan, Marx, Sebastian, Knödler, Samuel, Allers, Michael M, Ayala, Leonardo, Schmidt, Karsten, Brenner, Thorsten, Studier-Fischer, Alexander, Nickel, Felix, Müller-Stich, Beat P, Kopp-Schneider, Annette, Weigand, Markus A, Maier-Hein, Lena
Year of Publication 15.06.2021
Year of Publication 15.06.2021
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Journal Article
Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis
Dietrich, Maximilian, Seidlitz, Silvia, Schreck, Nicholas, Wiesenfarth, Manuel, Godau, Patrick, Tizabi, Minu, Sellner, Jan, Marx, Sebastian, Knödler, Samuel, Allers, Michael M, Ayala, Leonardo, Schmidt, Karsten, Brenner, Thorsten, Studier-Fischer, Alexander, Nickel, Felix, Müller-Stich, Beat P, Kopp-Schneider, Annette, Weigand, Markus A, Maier-Hein, Lena
Published in arXiv.org (15.06.2021)
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Published in arXiv.org (15.06.2021)
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