Hyperspectral Imaging for Glioblastoma Surgery: Improving Tumor Identification Using a Deep Spectral-Spatial Approach

Hyperspectral Imaging for Glioblastoma Surgery: Improving Tumor Identification Using a Deep Spectral-Spatial Approach

The primary treatment for malignant brain tumors is surgical resection. While gross total resection improves the prognosis, a supratotal resection may result in neurological deficits. On the other hand, accurate intraoperative identification of the tumor boundaries may be very difficult, resulting i...

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Bibliographic Details
Main Authors: Francesca Manni, Fons van der Sommen, Himar Fabelo, Svitlana Zinger, Caifeng Shan, Erik Edström, Adrian Elmi-Terander, Samuel Ortega, Gustavo Marrero Callicó, Peter H. N. de With
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Sensors
Subjects:
hyperspectral imaging
glioblastoma
ant-colony-based band selection
tumor tissue classification
deep learning
brain imaging
Online Access:https://www.mdpi.com/1424-8220/20/23/6955

Internet

https://www.mdpi.com/1424-8220/20/23/6955

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