Automatic Tissue Differentiation in Parotidectomy using Hyperspectral Imaging

In head and neck surgery, continuous intraoperative tissue differentiation is of great importance to avoid injury to sensitive structures such as nerves and vessels. Hyperspectral imaging (HSI) with neural network analysis could support the surgeon in tissue differentiation. A 3D Convolutional Neura...

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Bibliographic Details

Published in:	Current Directions in Biomedical Engineering
Main Authors:	Wisotzky Eric L., Schill Alexander, Hilsmann Anna, Eisert Peter, Knoke Michael
Format:	Article
Language:	English
Published:	De Gruyter 2024-12-01
Subjects:	hyperspectral imaging multispectral imaging tissue differentiation 3d-cnn tissue classification
Online Access:	https://doi.org/10.1515/cdbme-2024-2167