Prospects for Theranostics in Neurosurgical Imaging: Empowering Confocal Laser Endomicroscopy Diagnostics via Deep Learning

Confocal laser endomicroscopy (CLE) is an advanced optical fluorescence imaging technology that has potential to increase intraoperative precision, extend resection, and tailor surgery for malignant invasive brain tumors because of its subcellular dimension resolution. Despite its promising diagnost...

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Hlavní autoři: Mohammadhassan Izadyyazdanabadi, Evgenii Belykh, Michael A. Mooney, Jennifer M. Eschbacher, Peter Nakaji, Yezhou Yang, Mark C. Preul
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2018-07-01
Edice:Frontiers in Oncology
Témata:
brain neoplasm
brain tumor imaging
cancer
confocal laser endomicroscopy
convolutional neural networks
deep learning
On-line přístup:https://www.frontiersin.org/article/10.3389/fonc.2018.00240/full
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