Towards machine learning-based quantitative hyperspectral image guidance for brain tumor resection.

David BlackDeclan ByrneAnna Walke Sidong LiuAntonio Di IevaSadahiro KanekoWalter StummerTim SalcudeanEric Suero-Molina

Published in: Communications medicine (2024)

These results demonstrate the fluorophores' differing abundances in different tissue classes and the value of the five fluorophores as potential optical biomarkers, opening new opportunities for intraoperative classification systems in fluorescence-guided neurosurgery.

Keyphrases

machine learning
deep learning
high resolution
artificial intelligence
big data
single molecule
high speed
energy transfer
human health
patients undergoing
risk assessment
mass spectrometry