Spectral organ fingerprints for machine learning-based intraoperative tissue classification with hyperspectral imaging in a porcine model

Visual discrimination of tissue during surgery can be challenging since different tissues appear similar to the human eye. Hyperspectral imaging (HSI) removes this limitation by associating each pixel with high-dimensional spectral information. While previous work has shown its general potential to...

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Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9247052/
https://www.ncbi.nlm.nih.gov/pubmed/35773276
http://dx.doi.org/10.1038/s41598-022-15040-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9247052/
https://www.ncbi.nlm.nih.gov/pubmed/35773276
http://dx.doi.org/10.1038/s41598-022-15040-w

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