Pediatric Brain Tissue Segmentation Using a Snapshot Hyperspectral Imaging (sHSI) Camera and Machine Learning Classifier

Pediatric Brain Tissue Segmentation Using a Snapshot Hyperspectral Imaging (sHSI) Camera and Machine Learning Classifier

Pediatric brain tumors are the second most common type of cancer, accounting for one in four childhood cancer types. Brain tumor resection surgery remains the most common treatment option for brain cancer. While assessing tumor margins intraoperatively, surgeons must send tissue samples for biopsy,...

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Bibliographic Details
Main Authors: Naomi Kifle, Saige Teti, Bo Ning, Daniel A. Donoho, Itai Katz, Robert Keating, Richard Jaepyeong Cha
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Bioengineering
Subjects:
pediatric brain tumor
neurosurgery
snapshot hyperspectral imaging
random forest
segmentation
Online Access:https://www.mdpi.com/2306-5354/10/10/1190

Internet

https://www.mdpi.com/2306-5354/10/10/1190

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