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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Hlavní autoři:	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
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2020-12-01
Edice:	Sensors
Témata:	hyperspectral imaging glioblastoma ant-colony-based band selection tumor tissue classification deep learning brain imaging
On-line přístup:	https://www.mdpi.com/1424-8220/20/23/6955
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